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Friday, December 29, 2017

Machine Leaning by Andrew Ng on Coursera

This is the best machine learning online resource I've ever seen! Thank you, Andrew Ng. This is going to be great online course materials during my year-end and new-year holidays. Everyone who learns machine learning should take this course.
https://www.coursera.org/learn/machine-learning

  • Machine Learning
    • Supervised Learning (correct answers / labels are given by humans)
      • Regression (e.g., predict continuous valued output like estimated sales figures or prices)
      • Classification (discrete valued output, e.g., 0 or 1, benign or malignant, etc.)
    • Unsupervised Learning
      • e.g., given a set of news articles found on the web, group them into set of articles about the same story
      • e.g., automatically discover market segments



Python: Number Guessing Game

# number guessing game

import random

# random numbers from 1 to 100
secret_number = random.randint(1, 100)

# your guess
guess = 0

# number of guess
tries = 0
max_tries = 7

print("Welcome to the number guessing game.")
print("I am thinking of a number between 1 and 100.")
print("I will give " + str(max_tries) + " tries to get it. Good luck!")

while (guess != secret_number) and (tries <  max_tries):

guess = int(input("What is your guess? "))

if guess > secret_number:
print("That is too HIGH.")

elif guess < secret_number:
print("That is too LOW.")

tries = tries + 1


if guess == secret_number:

print("You guessed my number!")
print("##############################")
print("       Congratulations!       ")
print("##############################")

else:

print("Better luck next time")
print("The secret number was", secret_number)

Reference:
https://youtu.be/7CTONNO6YMc

Thursday, December 28, 2017

Python: Simple Image Recognition System

The goal of the image recognition system explained here is to find parameter values that result in the model’s output being correct as often as possible. This kind of training, in which the correct solution is used together with the input data, is called supervised learning. (Unsupervised learning is out of the scope of this article.)

After the training phase has been done, the model’s parameter values don’t change anymore and the model can be used in the testing phase for classifying images which were not part of its training dataset.


Preparation


[1] Python
https://www.python.org/downloads/
Download 3.6.4 (or later) and install it.


[2] TensorFlow
https://www.tensorflow.org/versions/r0.12/get_started/os_setup

Pip installation
Access
http://pip.readthedocs.org/en/stable/installing/

Download
get-pip.py

Then save get-pip.py on your directory.

Run the following scripts on your directory. (e.g., Terminal, Mac OS)
python get-pip.py

https://www.tensorflow.org/versions/r0.12/get_started/os_setup#pip_installation

pip install tensorflow


[3] The CIFAR-10 python version dataset:
https://www.cs.toronto.edu/~kriz/cifar.html
Download "CIFAR-10 python version"

Then extract the downloaded file and save the cifar-10-batches-py holder on your directory.

It consists of 60,000 images (10 different categories * 6,000 images per category). Each image has a size of 32 by 32 pixels. Each pixel is described by three floating point numbers representing the red (R), green (G) and blue (B) values for this pixel. This results in 32 x 32 x 3 = 3,072 values for each image.


[4] Python scripts
Download all the py scripts on
https://github.com/wolfib/image-classification-CIFAR10-tf
then save them on your directory.


1.Softmax (not a neutral network)

Run the following scripts on your directory. (e.g., Terminal, Mac OS)
python softmax.py

Step     0: training accuracy 0.08
Step   100: training accuracy 0.3
Step   200: training accuracy 0.26
Step   300: training accuracy 0.24
Step   400: training accuracy 0.34
Step   500: training accuracy 0.28
Step   600: training accuracy 0.35
Step   700: training accuracy 0.27
Step   800: training accuracy 0.37
Step   900: training accuracy 0.37
Test accuracy 0.266
Total time:  3.95s

The accuracy of evaluating the trained model on the test set is about 27% (this might vary on your environment).  So our model is able to pick the correct label for an image it has never seen before around 27% of the time. There are 10 different labels, so random guessing would result in an accuracy of 10%.


2. Neutral Network

Let's build a neural network that performs the same task.

two_layer_fc.py
This defines the model

run_fc_model.py
This runs the model (‘fc’ stands for fully connected).

Run the following scripts on your directory. (e.g., Terminal, Mac OS)
python run_fc_model.py


Parameters:
batch_size = 400
hidden1 = 120
learning_rate = 0.001
max_steps = 2000
reg_constant = 0.1
train_dir = tf_logs

2017-12-29 12:50:00.619290: I tensorflow/core/platform/cpu_feature_guard.cc:137] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
Step 0, training accuracy 0.1
Step 100, training accuracy 0.3225
Step 200, training accuracy 0.365
Step 300, training accuracy 0.3925
Step 400, training accuracy 0.4125
Step 500, training accuracy 0.4575
Step 600, training accuracy 0.3925
Step 700, training accuracy 0.4475
Step 800, training accuracy 0.4875
Step 900, training accuracy 0.475
Saved checkpoint
Step 1000, training accuracy 0.5025
Step 1100, training accuracy 0.5125
Step 1200, training accuracy 0.5025
Step 1300, training accuracy 0.45
Step 1400, training accuracy 0.515
Step 1500, training accuracy 0.515
Step 1600, training accuracy 0.5625
Step 1700, training accuracy 0.5575
Step 1800, training accuracy 0.5525
Step 1900, training accuracy 0.5375
Saved checkpoint
Test accuracy 0.4628
Total time: 34.08s


This indicates that our model is not significantly overfitted. The performance of the softmax classifier was around 30%, so 46% is an improvement of about 50%.


Run the following scripts on your directory. (e.g., Terminal, Mac OS)
tensorboard --logdir=tf_logs

Then access the following URL via your browser.
(your hostname).local:6006




Source:
http://www.wolfib.com

Saturday, December 2, 2017

Black-Litterman Portfolio Optimization with Python

Black-Litterman Portfolio Optimization with Python


This is a very basic introduction of the Black-Litterman portfolio optimization with the Python coding samples.

[0] Traditional Optimization: Mean-Variance Approach by Markowitz

In the mean-variance approach, we have to estimate both expected returns and variance-covariance (risks), and then optimize our portfolios by maximizing its return and minimizing its risk (variance or standard deviation, i.e., volatility, of the return). This is a very straightforward approach, but there are some practical issues:
Risks are relatively stable and easier to estimate while returns are unstable and harder to estimate
You have to estimate returns of every single asset in the mean-variance approach; also, if the expected returns vary, the optimization result (optimized portfolio) changes a lot.


[1] Reverse Optimization and Bayesian Inference: Black-Litterman Approach

In the Black-Letterman approach, expected returns are not directly estimated; instead, it hypothesizes that the entire market itself is optimally allocated. Namely, the current market portfolio with market cap weights are derived based on the market-estimated risks and returns. It calculates expected (or implied) returns by using the current market cap weights and estimated risks.

Further more, an investor’s view is blended into the estimated equilibrium returns above by using the Bayesian inference. For instance, an investor’s view goes like this. An asset A outperforms an asset B by 5%, or an asset C’s return is 5%. For each view, an investor can input confidence as a parameter. An confident view for a return has a bigger impact on the expected portfolio return.

Finally, based on updated expected returns (=implied returns + views and confidence) and risks, an optimal portfolio is computed.


[2] Black-Letterman Portfolio Optimization with Python

# Intro
#
# On the Mac OS, run Terminal and then use the following “python” command before running the following Python scripts:
#
# python


# Let’s reproduce the results in the following paper:
# He & Litterman (1999)
# https://faculty.fuqua.duke.edu/~charvey/Teaching/IntesaBci_2001/GS_The_intuition_behind.pdf

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt

# Equilibrium Portfolio Weights
# p.16 Appendix A Table 1
# AUL, CAN, FRA, GER, JAP, UKG, USA
w = np.array([[0.016, 0.022, 0.052, 0.055, 0.116, 0.124, 0.615]]).T

# Correlation Matrix
# p.16 Appendix A Table 2
# AUL, CAN, FRA, GER, JAP, UKG, USA
correlation = np.array([
        [1, 0.488, 0.478, 0.515, 0.439, 0.512, 0.491],
        [0.488, 1, 0.664, 0.655, 0.310, 0.608, 0.779],
        [0.478, 0.664, 1, 0.861, 0.355, 0.783, 0.668],
        [0.515, 0.655, 0.861, 1, 0.354, 0.777, 0.653],
        [0.439, 0.310, 0.355, 0.354, 1, 0.405, 0.306],
        [0.512, 0.608, 0.783, 0.777, 0.405, 1, 0.652],
        [0.491, 0.779, 0.668, 0.653, 0.306, 0.652, 1]])

# Standard Deviation (Volatility)
# p.16 Appendix A Table 2
# AUL, CAN, FRA, GER, JAP, UKG, USA
std = np.array([[0.16, 0.203, 0.248, 0.271, 0.21, 0.2, 0.187]])

# Variance Covariance Matrix (which can be calculated with the correlation and volatility above)
Sigma = correlation * np.dot(std.T, std)

# delta (δ): risk aversion parameter (scalar)
# p.4 footnote
delta = 2.5

# tau (τ): a scalar measures the uncertainty of the CAPM prior
tau = 0.05


### (1) Reverse Optimization
### Inputs: Equilibrium Portfolio Weights, Standard Deviation (Volatility)
### Output: Equilibrium Expected Returns (p.16 Appendix A Table 1)
#
# U: the utility function of the optimization - w which maximizes U is a set of weights for the optimized portfolio
# U= wTΠ − δ/2wTΣw
#
# When w maximizing U, the following equation must hold:
# dU/dw = Π − δΣw = 0
# Π = δΣw
#
# Π: Equilibrium Expected Returns (nx1 vector) (p.16 Appendix A Table 1) —> r_eq
# Π′: Black-Litterman expected returns updated by an investor’s view (nx1 vector) (p.7 Chart 2A) —> r_posterior
# w: Equilibrium Portfolio Weights (nx1 vector) (p.16 Appendix A Table 1)
# w′: Optimal Portfolio Weights (nx1 vector) (p.9 Chart 3B)
# Σ: Variance Covariance Matrix
# P, Q: Investor’s view matrix
# Ω: Investor’s view confidence matrix
# delta (δ): investor’s risk aversion parameter (scalar)
# tau (τ): a scalar measures the uncertainty of the CAPM prior, variance-covariance matrix
#
# reverse optimization
r_eq = delta * np.dot(Sigma, w)
# >>> r_eq
#array([[ 0.03937555],
#       [ 0.0691519 ],
#       [ 0.08358087],
#       [ 0.0902724 ],
#       [ 0.0430281 ],
#       [ 0.06767693],
#       [ 0.07560047]])



### (2) Blending Equilibrium Portfolio Weights with Investor’s Views
### Inputs: Π Equilibrium Expected Returns, P & Q Investor’s view matrix
### Output: Π′ Black-Litterman expected returns updated by an investor’s view —> r_posterior, Σ′ —> Sigma_posterior
#
# Investor’s View
# AUL, CAN, FRA, GER, JAP, UKG, USA
#
# P = [0 0 -0.295 1 0 -0.705 0
#        0 1   0        0 0  0        -1]
# In the first row,
# -0.295: FRA
# 1:GER
# -0.705: UKG
# In the second row,
# 1: CAN
# -1: USA
#
# Q = [ 0.05
#          0.03]
#
# These mean that:
# GER outperforms FRA and UKG by 5%
# CAN outperforms USA by 3%
#
#
# Ω: Investor’s view confidence matrix
# Ω = [ 0.001065 0
#          0              0.000852 ]

P = np.array([
        [0,0,-0.295,1,0,-0.705,0],
        [0,1,0,0,0,0,-1]]) # 2x7 matrix (2: number of views, 7: number of assets)
Q = np.array([[0.05],[0.03]]) # 2-vector
Omega = np.array([
        [0.001065383332,0],
        [0,0.0008517381]])

# Black-Litterman master equation
# Π′ = Π + τΣPT (PτΣPT + Ω)-1 (Q−PΠ)
#
# Blending Investor’s View with the Equilibrium Returns
r_posterior = r_eq + np.dot( np.dot( tau*np.dot(Sigma,P.T), np.linalg.inv(tau*np.dot(np.dot(P,Sigma),P.T)+Omega)), (Q-np.dot(P,r_eq)))
#
# AUL, CAN, FRA, GER, JAP, UKG, USA
#
# >>> r_posterior
#array([[ 0.04422145],
#       [ 0.08729864],
#       [ 0.09479745],
#       [ 0.11209947],
#       [ 0.04616347],
#       [ 0.0697166 ],
#       [ 0.0748156 ]])
#
#
# On top of the returns, variance-covariance matrix can be updated as follows:
# Σ′ = Σ + τΣ -τΣPT (PτΣPT + Ω)-1PτΣ
Sigma_posterior = Sigma + tau*Sigma - tau*np.dot( np.dot( np.dot(Sigma,P.T), np.linalg.inv(tau*np.dot(np.dot(P,Sigma),P.T)+Omega)), tau*np.dot(P,Sigma))
#
#>>> Sigma_posterior
#array([[ 0.02684723,  0.01657429,  0.0198378 ,  0.02328236,  0.01547005,
#         0.01718801,  0.01539182],
#       [ 0.01657429,  0.04299381,  0.03494199,  0.03753285,  0.01383059,
#         0.02589072,  0.03107504],
#       [ 0.0198378 ,  0.03494199,  0.06439533,  0.06036839,  0.01937078,
#         0.04074256,  0.03244592],
#       [ 0.02328236,  0.03753285,  0.06036839,  0.07627367,  0.02106627,
#         0.04414171,  0.03454918],
#       [ 0.01547005,  0.01383059,  0.01937078,  0.02106627,  0.04629476,
#         0.01785243,  0.01260504],
#       [ 0.01718801,  0.02589072,  0.04074256,  0.04414171,  0.01785243,
#         0.04199287,  0.0255861 ],
#       [ 0.01539182,  0.03107504,  0.03244592,  0.03454918,  0.01260504,
#         0.0255861 ,  0.03661572]])


### (3) Optimization - finding optimal weights
### Inputs: Π′, Σ′
### Output: w′ Optimal Portfolio Weights —> w_posterior
#
# w′ = Π′ (δΣ′)-1
#
# Forward Optimization and finding optimal weghts
w_posterior = np.dot(np.linalg.inv(delta*Sigma_posterior), r_posterior)
#
# AUL, CAN, FRA, GER, JAP, UKG, USA
# >>> w_posterior
#array([[ 0.0152381 ],
#       [ 0.41863571],
#       [-0.03409321],
#       [ 0.33582847],
#       [ 0.11047619],
#       [-0.08173526],
#       [ 0.18803095]])
#
# Plot w′ by using pandas
df = pd.DataFrame([w.reshape(7),w_posterior.reshape(7)],
                  columns=['AUL','CAN','FRA','GER','JAP','UKG','USA'],
                  index=['Equilibrium Weights','Constrained Optimal Weights'])
df.T.plot(kind='bar', color='br')




Friday, October 6, 2017

Antifragile by Nassim Nicholas Taleb

My own summary:

‪Ordinary people care about risk (exposure) and reward. Philosophers, theorists, and pure researchers argue, decide whether a thing is right or wrong, and equate truth with risk and reward.‬
Most importantly, a payoff is more important than philosopers' belief (right or wrong). Furthermore, there is a positive skew (asymmetry) / anti-fragility and negative skew (fragility). People are correctly making a decision based on fragility, not probability.

When things go efficient, they become fragile.

Academics and experts of quantitative analysis are those who disrespect what they can easily understand and get upset about ideas that they cannot come up with.

Your success in investments is not because of your accurate forecasts; it is thanks to asymmetric payoffs and optionality.

When your payoff is liner, then you have to make right decisions more than 50% of the time.
If a payoff is nonlinear and anti-fragile, then this probability could be less than that.

What people think right now could turn out to be right or wrong; what people believe wrong could barely be right.
A disproof is more strict (robust) than a proof.

Volatility and disorder could be profits for antifragile things thanks to asymmetric payoff distributions.

Ignore what they say, see how they act; that’s the best way to distinguish practitioners from chatterers.

Quotes from "The Big Short" by Michael Lewis

Mark Baum: We live in an era of fraud in America. Not just in banking, but in government, education, religion, food, even baseball... What bothers me ins't that fraud is not nice. Or that fraud is mean. For fifteen thousand years, fraud and short sighted thinking have never, ever worked. Not once. Eventually you get caught, things go south. When the hell did we forget all that? I thought we were better than this, I really did.

Saturday, September 2, 2017

R: Principal Component Analysis (PCA)



y: Currencies Return Data

Daily returns in JPY terms against G10 currencies excluding JPY, NOK, and SEK, are calculated from January 1, 1999 to March 17, 2017. That is,

Base Currency: JPY
Six Foreign Currencies: AUD, CAD, CHF, EUR, GBP, USD
Three Excluded Currencies: NOK, NZD, SEK

Source:
http://www.global-view.com/forex-trading-tools/forex-history/

y.csv

,AUD,CAD,CHF,EUR,GBP,USD
1999-01-04,0.006924,-0.00934302,-0.0089441,-0.00622796,-0.0162718,-0.01399278
1999-01-05,-0.0060075,0.00009524,-0.01058763,-0.0115524,-0.00889009,-0.00776508
1999-01-06,0.02929693,0.01951258,-0.00108104,0.00137499,0.01636314,0.01655123
1999-01-07,-0.00740764,-0.01980957,-0.0059916,-0.0087726,-0.02053915,-0.01831696
1999-01-08,-0.00390337,-0.00025242,-0.01036216,0.0085424,-0.00409567,-0.00045069
1999-01-11,-0.01207358,-0.01633331,-0.02775651,-0.04769172,-0.02928113,-0.02056092
1999-01-12,0.03255851,0.03056786,0.04562594,0.04110577,0.03620855,0.03563208
1999-01-13,-0.00145055,0.00152246,0.02200128,0.01485415,0.01646315,0.00595661
1999-01-14,-0.00116444,-0.00680395,0.00941673,0.00728045,0.00793736,0.00247459
1999-01-15,0.01082682,0.00894856,-0.01101904,-0.00527029,0.0037778,0.00493697
1999-01-18,0.00026456,0.00256396,0.00206022,0.00325462,0.00106016,0.00184227
1999-01-19,0.00014088,-0.00833762,-0.00323834,-0.00580913,-0.00534816,-0.0061296
1999-01-20,-0.00392435,0.00004628,-0.01644004,-0.01054788,-0.01149915,-0.00563877
1999-01-21,0.01226797,0.00890024,0.01134919,0.0109671,0.01130978,0.00691122
1999-01-22,-0.00805504,0.00913016,0.00884503,0.00788955,0.01017148,0.00906371
1999-01-25,-0.00809662,-0.00571135,-0.0080858,-0.00910733,-0.00485002,-0.00636609
1999-01-26,-0.00292598,-0.00142562,-0.00178384,0.00068363,0.00158924,0.00008777
1999-01-27,0.01585624,0.01526594,0.00019862,0.00417489,0.00645264,0.01553313
1999-01-28,0.00179099,0.0070484,0.00600379,0.00483786,0.00924904,0.00578984
1999-01-29,0.00615382,0.00531642,-0.00260153,-0.00466411,-0.00192658,0.00008592
1999-02-01,-0.00107127,-0.01037786,-0.01546424,-0.01602298,-0.01445117,-0.01142612
1999-02-02,-0.02288026,-0.0299095,-0.02142057,-0.02335049,-0.02752634,-0.02624489
1999-02-03,0.01121661,0.00809267,0.00553781,0.00440425,0.00500789,0.00696118
1999-02-04,0.00723041,0.00908556,-0.00383175,-0.00281889,0.00108325,-0.00425419
1999-02-05,0.00976225,0.01017962,0.0027099,0.00157048,-0.00016231,0.00774366
1999-02-08,0.01279349,0.01030834,0.01596825,0.01669933,0.01590909,0.01139375
1999-02-09,-0.01003179,-0.00440739,-0.00521284,-0.00431832,-0.00356877,-0.00113527
1999-02-10,0.00047194,0.00388461,0.00997971,0.0044145,-0.00422302,-0.000612
1999-02-11,0.0039134,-0.00045721,-0.01238998,-0.00732516,-0.0024694,0.002362
1999-02-12,-0.00325611,-0.00051775,0.00690622,0.00318471,0.00505866,-0.00078548
1999-02-15,0.00994719,0.0079799,0.00413022,0.00387147,0.0050332,0.00838501
1999-02-16,0.0121339,0.02781137,0.02638956,0.02622445,0.03388386,0.02884366
1999-02-17,0.00032921,0.00235882,0.00466759,0.00593762,0.00334948,0.00269406
1999-02-18,0.00715524,0.0117961,0.00266225,0.00291393,0.00631709,0.00604534
1999-02-19,0.01894734,0.00956528,-0.00282737,-0.00208597,0.00204144,0.01051577
1999-02-22,-0.00220196,-0.00680579,-0.00297507,-0.00418066,0.00112051,-0.00173439
1999-02-23,0.0014247,0.00019722,0.00053818,-0.00247395,-0.00768213,0.00033093
1999-02-24,-0.0067972,0.006223,0.00675191,0.00533594,-0.00364009,0.00703002
1999-02-25,-0.02782634,-0.0253522,-0.01064896,-0.01225985,-0.01255532,-0.0174113
1999-02-26,-0.01654643,-0.0053268,-0.01063997,-0.00741694,-0.16274101,-0.00493146
1999-03-01,0.00758585,-0.00213313,-0.00527344,-0.00609989,0.19891703,0.00579588
1999-03-02,0.00963937,0.0062843,0.00867981,0.00805524,0.00846182,0.00509437
1999-03-03,0.01317973,0.00760693,0.00991451,0.00898021,0.01101616,0.01171583
1999-03-04,0.01468096,0.01392547,0.00693781,0.0063358,0.01115071,0.01272996
1999-03-05,0.00085933,-0.00230844,-0.00639403,-0.00494678,-0.00815751,-0.00551456
1999-03-08,-0.00206579,-0.00483261,-0.00289051,-0.00271166,-0.00700614,-0.00790997
1999-03-09,0.00028467,-0.0078018,-0.00840202,-0.00558912,0.00051127,-0.00616472
1999-03-10,-0.00780274,-0.01120241,-0.0037853,-0.00334194,-0.00316828,-0.00827061
1999-03-11,-0.00226139,-0.00629126,-0.00129318,0.00312452,0.00102527,-0.00492036
1999-03-12,-0.00677173,-0.00381675,-0.01276148,-0.01580187,-0.00793773,-0.00427422
1999-03-15,-0.02226494,-0.01090069,-0.00846369,-0.0063296,-0.01404088,-0.00934265
1999-03-16,-0.00071128,-0.00096252,0.00820455,0.00582615,0.00387435,0.00008496
1999-03-17,0.0022291,0.00683275,0.0039993,0.00293482,0.00339001,0.00254864
1999-03-18,-0.00316991,-0.00248844,-0.00955552,-0.00793162,-0.00540569,-0.00491484
1999-03-19,0.00052094,-0.00045157,-0.00816527,-0.00915936,-0.00261301,-0.00170314
1999-03-22,0.01652675,0.01515491,0.01090141,0.00971406,0.0074404,0.0072507
1999-03-23,0.00639762,-0.0028658,0.00137688,-0.00116378,0.00530504,-0.00067751
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1999-04-21,0.00662601,0.0095039,0.00686975,0.00672948,0.00538337,0.00740429
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1999-04-27,0.01139749,0.00690288,0.01310388,0.01679075,0.01357466,0.00922277
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1999-04-30,0.0066911,0.00855805,0.00240226,0.00261822,0.00397116,0.00319301
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1999-05-06,0.0089768,-0.00381244,0.00362778,0.00524772,0.00101266,-0.0014095
1999-05-07,0.00697988,0.00172297,-0.00333125,-0.00284047,-0.00323723,0.00323813
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1999-05-11,0.00847133,0.00758704,-0.00343659,-0.00430273,0.00193917,0.00365115
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1999-05-13,0.00828209,0.00807878,0.00987324,0.00916434,0.00961293,0.00752626
1999-05-14,0.00400854,0.00426098,0.00542596,0.00623365,0.00622943,0.00763421
1999-05-17,0.00705271,0.00877894,0.00734595,0.00718929,0.00543588,0.00553971
1999-05-18,0.00487162,-0.00536588,0.0003705,-0.00068342,0.00135162,-0.00202544
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1999-06-02,0.0066995,0.00897118,-0.00225502,-0.003255,0.00180069,0.00638686
1999-06-03,0.01057758,0.00528686,0.00074947,0.00039825,0.00354355,0.00263744
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1999-06-18,0.00140991,0.01018425,0.01340972,0.01468679,0.01253952,0.01032226
1999-06-21,0.01337478,0.01250578,0.01424368,0.01335466,0.01441357,0.01727718
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1999-06-23,0.00658842,-0.00031132,-0.0002236,0.00222912,-0.00408374,0.00016437
1999-06-24,0.00182878,0.00100019,0.00823824,0.00722853,0.00456763,0.0010682
1999-06-25,0.00146344,0.00116377,-0.00144892,-0.00126183,-0.00423685,-0.00352951
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1999-07-02,0.0038343,0.0084449,0.00331515,0.00364107,0.00647402,0.00248385
1999-07-05,0.00636869,0.00821441,0.00942094,0.00894873,0.0074783,0.01090188
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1999-07-07,0.00993433,0.00236143,0.00000706,0.00080096,0.00136433,0.00147541
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1999-07-15,0.00747807,0.00090866,0.0010991,0.00146163,0.00318184,0.00199021
1999-07-16,0.00078692,0.0005664,0.00016133,0.00024325,-0.00058149,0.00124141
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1999-07-20,0.00234231,0.00852642,0.01994466,0.0203577,0.00177219,0.00933865
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1999-07-23,0.00257554,-0.00051454,-0.00097265,-0.00122239,-0.00470779,-0.00051454
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1999-07-28,0.00024255,0.00266787,0.00209026,0.00161865,0.00237812,-0.00223483
1999-07-29,0.00158759,-0.00527509,0.00234607,0.00064641,0.00717136,-0.00534114
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1999-08-03,0.01655273,0.01707647,0.00761926,0.00884304,0.01093014,0.00910205
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1999-08-06,0.00185315,-0.0010903,0.00357929,0.00398471,0.00282042,0.00384918
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1999-08-11,0.00188315,0.01266156,-0.00059085,-0.00056901,0.0018871,0.00435275
1999-08-12,0.00197457,0.00229212,0.00335523,0.00268402,0.00285222,0.00182023
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1999-09-07,0.01924574,0.0115274,0.01253684,0.01241915,0.00907492,0.01186673
1999-09-08,0.00077576,0.00384827,0.00196602,0.0024704,0.01107301,0.00216509
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1999-09-10,0.00519526,0.01081294,-0.01274137,-0.00826955,-0.00124731,0.00889878
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1999-09-14,-0.01327753,-0.00938145,-0.0100556,-0.01172439,-0.00642373,-0.00601108
1999-09-15,-0.01910423,-0.0156916,-0.01183296,-0.01104216,-0.01069707,-0.0150241
1999-09-16,0.00410327,0.00844333,0.00957589,0.00987358,0.01455561,0.00892172
1999-09-17,0.01978722,0.02030267,0.01716734,0.01736111,0.01627921,0.01663973
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1999-09-21,-0.00460482,-0.0126195,-0.00210137,-0.00479768,-0.00800464,-0.01428974
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1999-09-23,-0.00161294,0.00020145,0.00121912,0.00138083,0.00797401,0.00115396
1999-09-24,0.00329084,-0.00179195,0.00264502,0.00027579,0.00240258,-0.00009605
1999-09-27,0.01951285,0.01983559,0.01941276,0.01957541,0.01999298,0.01748319
1999-09-28,0.00854403,0.00823842,0.00958422,0.00874346,0.00355342,0.00179381
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1999-10-04,0.02274891,0.01713008,0.00998736,0.01233582,0.01307679,0.01210331
1999-10-05,0.00106679,0.00089207,0.00544298,0.00447094,0.00380985,0.0027307
1999-10-06,0.00793523,0.01230984,0.00332071,0.00331646,0.00889367,0.00976618
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1999-10-19,0.00617462,0.0038659,-0.00038656,0.00087765,0.00336432,0.00104662
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1999-11-02,0.00098627,-0.00071195,-0.00155673,0.00045666,0.00187036,-0.00057582
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1999-11-05,0.012069,0.00759058,0.01746699,0.00720212,0.00946391,0.01048418
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1999-11-11,0.00408395,0.00472751,0.00020783,-0.00009152,0.00123355,0.00267635
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1999-11-18,0.00493265,0.0078129,-0.00584809,-0.00601586,-0.00128362,0.00493265
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1999-12-03,0.00045036,0.00110355,0.00305847,0.00019434,0.00091319,0.00029228
1999-12-06,0.00673835,0.0073578,0.02092597,0.02331682,0.01459765,0.00340898
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1999-12-08,0.00669612,0.00303255,0.00746967,0.00800992,0.00739761,0.00527601
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1999-12-10,-0.00712723,-0.00263712,-0.00985258,-0.0100392,-0.00330569,-0.00087882
1999-12-13,0.00628136,0.00754797,0.00965225,0.01052733,0.01067358,0.00850274
1999-12-14,0.00499909,0.00201694,-0.00427606,-0.00525662,-0.00459427,0.00310108
1999-12-15,0.00262392,0.00014659,0.00347555,0.00326672,-0.00263742,0.00183557
1999-12-16,0.00461215,-0.0017286,0.00183903,0.00344762,-0.00270449,-0.00617165
1999-12-17,0.00137881,-0.00028701,-0.00806132,-0.00744417,-0.00349524,0.00106734
1999-12-20,-0.0076541,-0.00762027,-0.00097604,-0.00336538,-0.0053822,-0.00688185
1999-12-21,0.00068199,-0.00084171,-0.00568922,-0.00569223,0.00127683,-0.00273277
1999-12-22,-0.00464109,-0.00506498,-0.00554817,-0.00456045,-0.00728686,-0.00479546
1999-12-23,0.00167628,0.00617611,0.0041977,0.00643338,0.00477123,0.00059003
1999-12-24,0.00816882,0.01116453,0.00836813,0.00920097,0.01302813,0.01130221
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1999-12-28,-0.00053066,0.00843349,-0.00622439,-0.00540854,-0.00012093,0.00117359
1999-12-29,0.00969259,-0.00539879,-0.0025079,-0.00233055,0.00054423,-0.00175833
1999-12-30,0.00543747,0.00333854,0.00615347,0.00642398,0.00199444,0.00313142
1999-12-31,0.0028125,0.00116741,0.00024715,-0.00077369,-0.00180952,-0.00282899
2000-01-03,-0.00051947,-0.00481692,0.0107287,0.00948509,0.0054384,-0.00626101
2000-01-04,0.00701104,0.01177771,0.0189528,0.01965484,0.01598654,0.01653869
2000-01-05,0.01480005,0.01345612,0.01282849,0.01269394,0.01390121,0.01094325
2000-01-06,0.00619876,0.00279869,0.01524217,0.00854225,0.0138273,0.01034582
2000-01-07,-0.00132425,0.00017601,-0.01292863,-0.0035905,-0.00759625,-0.0020859
2000-01-10,0.00042137,-0.00046954,-0.00362478,-0.00360344,-0.00202957,-0.00095012
2000-01-11,0.01008476,0.00683855,0.01339497,0.01418769,0.01423591,0.00732287
2000-01-12,0.00009441,0.00167684,-0.00182589,-0.00128006,0.00011458,0.00009441
2000-01-13,0.01754711,0.00465939,-0.00375876,-0.00320425,0.00108839,0.00217125
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2000-01-17,-0.01108535,-0.00608744,-0.01002518,-0.01007275,-0.00885519,-0.00766247
2000-01-18,0.00815447,0.00627282,0.00844553,0.00763143,0.00951825,0.007245
2000-01-19,-0.00567125,-0.00429021,-0.0033733,-0.00308555,0.00115687,-0.00312323
2000-01-20,0.00289538,0.0032993,0.00548408,0.00375164,0.00583545,-0.00056964
2000-01-21,-0.00799896,0.00090633,-0.01086312,-0.01121286,-0.00718019,-0.0045597
2000-01-24,-0.00685302,0.00507507,0.00113917,0.0021735,0.00809998,0.00772975
2000-01-25,0.0044333,0.00665419,0.000192,0.00018859,-0.00068871,0.00274621
2000-01-26,-0.00678874,-0.00236916,-0.00203944,-0.00197982,-0.00528371,-0.00160544
2000-01-27,-0.00276953,-0.00511324,-0.0204498,-0.0206877,-0.00704388,-0.0071888
2000-01-28,-0.01624591,0.01341519,0.01007217,0.00916369,0.00895453,0.01991235
2000-01-31,0.0096492,0.00156547,-0.00255274,-0.00411011,0.00063393,0.0039234
2000-02-01,-0.00218224,0.00390457,0.00589681,0.00719839,0.00299487,0.00334977
2000-02-02,0.01413764,0.00973451,0.00556483,0.00628931,-0.00120586,0.00380228
2000-02-03,-0.00355585,-0.00632405,0.01173549,0.00994318,-0.01195815,-0.00480414
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2000-02-07,0.00984015,0.010406,0.01150571,0.01138412,0.01835669,0.0139808
2000-02-08,0.0027364,0.00376515,0.00943302,0.01106838,0.01445519,0.00432025
2000-02-09,0.00140041,0.00100088,0.00401461,0.0044531,-0.00005677,-0.00128135
2000-02-10,-0.00830462,-0.00470407,-0.0064881,-0.00803547,-0.00533666,-0.00201613
2000-02-11,0.0021018,-0.00227369,0.00150733,0.00046555,-0.00947489,-0.00027548
2000-02-14,-0.00879469,-0.00396136,-0.0082967,-0.00651466,-0.00449464,-0.00073482
2000-02-15,0.00581979,0.00342399,0.00398305,0.00309133,0.00758277,0.00294145
2000-02-16,0.00753211,0.00309425,0.00978203,0.00793799,0.01011087,0.00274952
2000-02-17,0.01163016,0.01218119,0.01225458,0.01269341,0.011204,0.01051092
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2000-02-21,0.00136932,0.00070623,0.00731427,0.00594966,0.00383271,0.00360523
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2000-02-23,-0.00092743,0.00654154,0.00106738,0.00332524,-0.00028014,0.00550989
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2000-02-28,-0.01146363,-0.00862708,-0.0096398,-0.01062343,-0.00774708,-0.00807989
2000-02-29,0.01657809,0.00759321,0.00295735,0.00235471,-0.00149262,0.00787113
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2000-03-02,0.0112307,0.0002682,-0.00203844,-0.00230017,0.00005886,0.00606966
2000-03-03,0.00358609,0.00338686,-0.0041568,-0.00345821,0.00270732,0.00111379
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2000-03-08,0.01814587,0.00628326,0.01299362,0.01279654,0.01045026,0.00829016
2000-03-09,0.00456764,-0.00539732,0.00201365,0.00213821,-0.00437326,-0.00457816
2000-03-10,-0.00402712,-0.00358401,-0.00952069,-0.00834061,-0.00629192,-0.00337901
2000-03-13,-0.00393883,-0.00759788,-0.00502083,-0.00391198,-0.00453975,-0.0055566
2000-03-14,-0.00495253,-0.00742323,-0.00290565,-0.00245459,-0.00606061,-0.00511412
2000-03-15,0.00047535,0.00299117,0.0058297,0.00590551,0.00259599,0.00504522
2000-03-16,-0.00256735,-0.00502888,0.00363276,0.00332681,0.00150539,-0.00028414
2000-03-17,0.00171064,0.01327381,0.01232607,0.01199532,0.00871813,0.01080057
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2000-03-21,0.0108438,0.00817008,-0.00234841,-0.00231974,0.0092304,0.00686736
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2000-03-23,0.00605789,0.00528584,0.02276379,0.01675597,0.01061873,0.00439663
2000-03-24,0.00083244,-0.00017774,0.00775809,-0.00038325,0.0003522,-0.00344603
2000-03-27,0.0024907,-0.00038095,-0.01298107,-0.01217291,-0.00598521,-0.00242991
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2000-03-30,0.00127202,0.00107112,0.01017555,0.01006177,-0.0004155,-0.00085243
2000-03-31,-0.0383417,-0.02721893,-0.03375127,-0.03590098,-0.03218527,-0.03042942
2000-04-03,0.02372427,0.02381786,0.03293142,0.02751918,0.02797889,0.02473602
2000-04-04,-0.00225484,-0.00120168,0.00992715,0.00597372,-0.000955,0.00038164
2000-04-05,0.0011378,0.00268482,-0.0001347,-0.00039588,-0.00734855,0.00047687
2000-04-06,-0.00651413,-0.00254628,-0.00148343,-0.0039604,-0.00306952,-0.00123928
2000-04-07,0.0001218,0.00298364,0.0007341,0.00049702,0.00597682,0.00629951
2000-04-10,0.00902141,0.00661655,0.01510833,0.01708892,0.01236272,0.00986436
2000-04-11,0.00147269,0.00470484,0.00374225,0.00312592,0.00717292,0.00601108
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2000-04-13,0.00083836,-0.00685908,-0.00048517,-0.0021737,0.00142942,0
2000-04-14,-0.0085484,-0.01183325,-0.00344109,-0.00425785,-0.00939693,-0.00888049
2000-04-17,-0.01665925,-0.01235805,-0.0100497,-0.01123707,-0.00876561,-0.00600515
2000-04-18,0.01189285,0.0070535,-0.00483574,-0.00201147,0.00127196,0.0044112
2000-04-19,0.00131797,0.00686152,-0.00419636,-0.00786053,0.00090739,0.00047737
2000-04-20,0.00543359,0.00861343,0.00446881,0.00700863,0.00979089,0.00916118
2000-04-21,-0.00117964,-0.00006784,0.00149254,0.00050434,0.00005985,0
2000-04-24,0.00346927,-0.00193677,0.00158947,0.0018147,-0.00017954,0.00009456
2000-04-25,-0.00264967,0.0045952,-0.02052888,-0.0204287,0.00089788,0.00037821
2000-04-26,-0.00410395,0.00222006,0.00801849,0.00832135,0.00197357,0.00453686
2000-04-27,0.00202054,-0.00090013,-0.01382435,-0.01324503,0.00035812,0.00065864
2000-04-28,0.00981747,0.01426811,0.01995633,0.01724316,0.0024463,0.01777151
2000-05-01,0.00419033,0.007613,0.01623075,0.01299229,0.00619011,0.00591279
2000-05-02,0.00140178,-0.0082434,-0.01023416,-0.01312625,0.00100562,-0.00321455
2000-05-03,0.01778118,0.00174798,0.00187007,-0.00822419,0.00691408,0.005252
2000-05-04,-0.01182361,-0.01295248,-0.01724819,-0.01463964,-0.02241916,-0.00898258
2000-05-05,0.01267913,0.00809134,0.00885338,0.01277922,-0.00528306,0.00351461
2000-05-08,-0.02048885,0.00381804,0.00558696,0.00287238,0.00772527,0.00442396
2000-05-09,0.00743084,0.004833,0.01034551,0.0153437,0.00515063,0.00449624
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2000-05-12,0.00294774,-0.00133165,0.02164622,0.02017822,0.00637528,-0.00119738
2000-05-15,-0.00246364,0.01132367,0.00159399,0.00341365,0.00554303,0.01023608
2000-05-16,0.00342478,-0.00201661,-0.00819335,-0.0110066,-0.0090865,-0.00127796
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2000-05-18,-0.00120971,-0.00582559,-0.01004129,-0.00786276,-0.01304428,-0.00575921
2000-05-19,-0.01389248,-0.01670844,-0.0102919,-0.01173322,-0.01600894,-0.01802133
2000-05-22,0.00251569,0.00113617,0.00747206,0.00874818,0.00725186,0.00234082
2000-05-23,-0.00272053,-0.010059,-0.00757419,-0.00289077,-0.01458712,-0.00411023
2000-05-24,0.00588874,0.00860518,0.0133471,0.01242493,0.01130877,0.01134978
2000-05-25,-0.00542293,0.00068826,0.00132511,0.00296584,-0.00691042,-0.0031534
2000-05-26,-0.00064575,-0.00331494,0.01469925,0.01580504,0.00499747,-0.00483811
2000-05-29,0.00376291,0.00485112,-0.00416106,-0.00250954,0.00711273,0.00271129
2000-05-30,0.0013734,-0.01150951,-0.00337155,-0.00080507,-0.0035,-0.00643357
2000-05-31,0.00282962,0.01838594,0.01274656,0.01530869,0.01191671,0.01088589
2000-06-01,0.00752917,0.01183067,0.00752569,0.00426545,0.00514442,0.00770516
2000-06-02,0.00930399,0.00621207,0.00663832,0.00800079,0.00573472,-0.00202672
2000-06-05,0.00027301,-0.00590787,-0.00028071,0.00097991,0.00324954,-0.00590787
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2000-06-07,0.00402175,-0.00339173,0.00697171,0.00535343,-0.00600433,-0.00123048
2000-06-08,-0.00038611,0.0063374,0.00250173,0.00147914,-0.00056047,0.0060652
2000-06-09,0.00230323,0.00858852,0.00376957,0.00324931,0.00467319,0.00640543
2000-06-12,0.00758264,-0.00113911,0.00138175,-0.0010796,0.00105433,-0.00093598
2000-06-13,0.01107679,0.00622997,0.00842631,0.0090391,-0.00055759,0.00159266
2000-06-14,0.00414814,-0.00173479,-0.00309626,-0.00194742,-0.0076246,-0.00187073
2000-06-15,0.0028888,-0.00574421,-0.00588056,-0.00829268,0.00724592,-0.00093712
2000-06-16,0.00295214,0.00231931,0.00935178,0.00875553,-0.00204651,-0.00365819
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2000-06-26,0.01442815,0.00983951,0.0140612,0.01204082,0.00667048,0.00983951
2000-06-27,0.00434625,-0.00328873,0.00638628,0.00473886,0.0008835,-0.00416233
2000-06-28,0.0034926,0.00421844,-0.00410872,-0.00100351,0.0057377,0.00265983
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2000-07-06,0.0058741,0.00606147,0.00197824,0.00078378,0.00253791,0.00382999
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2000-07-21,0.01643826,0.01226977,0.01306762,0.01573235,0.01528733,0.01123909
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2000-10-09,0.00111681,0.00016794,-0.00202711,0.00031763,0.00171778,0.00036761
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2000-10-11,0.00038713,-0.003226,0.00076412,-0.00436728,0.00389702,-0.00129955
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2000-10-25,-0.01043128,-0.00140871,-0.01117719,-0.00962602,-0.00849515,0.00175975
2000-10-26,0.00435615,-0.00242359,0.00151889,0.00357502,0.00122399,0.00184911
2000-10-27,0.0081804,-0.00027774,0.00992675,0.01536235,0.01576374,0.00221484
2000-10-30,0.00513074,0.00130988,0.00312934,0.00657823,0.0023437,0.003407
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2000-11-01,-0.00525345,-0.0123406,0.00599517,0.00669763,-0.00702487,-0.00715399
2000-11-02,-0.00447227,-0.0000048,-0.00057454,-0.00107308,-0.00248566,-0.00046189
2000-11-03,-0.00358573,-0.01270502,-0.00274617,-0.00612311,-0.00894512,-0.01173752
2000-11-06,0.00773784,0.00573608,-0.00124712,-0.00086468,-0.01037973,0.00448892
2000-11-07,0.00118053,-0.00421559,-0.00179406,-0.00216357,0.00078176,-0.00297924
2000-11-08,-0.00248102,-0.0043624,-0.00446169,-0.00563747,-0.00650957,0.00168083
2000-11-09,0.00254724,-0.00381396,0.01280463,0.01341038,0.00733849,0.000839
2000-11-10,-0.00790886,0.00808916,-0.00133798,-0.00010758,0.00182126,0.00502981
2000-11-13,-0.00336017,-0.00162507,-0.00197395,-0.00355068,0.00571354,-0.002595
2000-11-14,0.00068908,0.00317804,0.00037859,0.0005399,-0.00206585,0.0047389
2000-11-15,0.01099436,0.0020522,0.00492723,0.00723074,0.00511062,0.00730602
2000-11-16,-0.0038772,-0.00055263,-0.00563926,-0.0048216,-0.00128725,0.00073448
2000-11-17,0.00034871,-0.00241158,-0.00707289,-0.00656761,-0.00161114,-0.00119266
2000-11-20,0.00031037,0.00899645,0.01194888,0.01170478,0.00968242,0.00964453
2000-11-21,-0.00406506,0.00721426,-0.00158074,-0.00471344,-0.00159826,0.00236536
2000-11-22,0.03224105,0.0027833,0.00324397,0.00247551,-0.00397003,0.00090761
2000-11-23,-0.01044474,0.00277334,-0.00765023,-0.00633455,-0.00739312,0.00018136
2000-11-24,0.01288959,0.01353436,0.01516539,0.01091302,0.00997409,0.00979148
2000-11-27,-0.00166023,-0.0066374,0.00793573,0.00651988,0.00557907,-0.00754175
2000-11-28,-0.01005664,-0.00355374,0.00429727,0.00169905,-0.00382629,-0.0036186
2000-11-29,0.0068299,0.00612782,0.01056556,0.01144917,0.01325139,0.00953332
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2000-12-01,0.02524344,0.00024277,0.0116306,0.01537822,0.01723042,0.00806379
2000-12-04,0.01110939,0.00072222,0.01233358,0.00900532,0.00950059,-0.00134819
2000-12-05,-0.00525822,0.00101913,-0.00713451,-0.00709939,-0.01269271,0.00063001
2000-12-06,0.00501786,0.00278855,-0.00011008,0.00429009,-0.00181864,-0.00728548
2000-12-07,0.00144205,0.0021745,0.0022923,-0.00010171,0.00270151,0.0021745
2000-12-08,0.00283243,0.01069583,0.00039029,-0.00010172,0.00808271,0.00632854
2000-12-11,-0.011871,-0.00751937,-0.00582327,-0.01180061,0.0029834,-0.00530051
2000-12-12,0.00696506,0.00395849,0.00653443,0.00998559,0.00130136,0.00659321
2000-12-13,0.00347302,0.01437252,0.00653515,0.0038732,0.01200644,0.00906236
2000-12-14,0.0039473,0.00145605,0.01255545,0.01401157,0.0106409,-0.00124489
2000-12-15,0.00594703,-0.00153542,0.00920026,0.00911185,0.00429626,0.0016916
2000-12-18,-0.0078716,-0.00746494,-0.00429562,-0.00555666,-0.00331385,-0.0032886
2000-12-19,0.00960839,0.00773952,0.00133576,0.00269407,-0.00217628,0.0031211
2000-12-20,0.01334336,0.001942,0.01112494,0.01900687,0.00945111,0.0026669
2000-12-21,0.00379858,-0.00424088,-0.0011134,0.00205078,-0.00810227,-0.004699
2000-12-22,0.00399732,0.00803534,0.01576006,0.0152032,0.00798693,0.00472118
2000-12-25,0,0.02633895,0.00042509,0,0,0
2000-12-26,0.01498769,-0.01509214,0.01968998,0.01449554,0.01254577,0.00718149
2000-12-27,0.00722637,0.00639975,-0.00056886,0.00690765,0.01316101,0.0068662
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2000-12-29,0.01074702,0.00428599,0.00758259,0.01516436,0.00345777,0.00314878
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2001-01-04,0.03293771,0.01722294,0.03215267,0.04003407,0.02299393,0.01688357
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2001-02-09,0.0124221,0.00862304,0.01524484,0.01737993,0.00955887,0.00788887
2001-02-12,0.00447761,-0.00768826,0.00272166,0.00532697,0.00352858,0
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2001-02-16,0.01037187,-0.00890447,0.00913775,0.01253708,-0.00095482,-0.00164275
2001-02-19,0.00583552,0.00925756,0.00979346,0.00992439,0.00232961,0.00545596
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2001-02-21,0.00857837,0.01101056,0.00737073,0.00674713,0.00573785,0.00838593
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2001-02-23,-0.00276968,-0.00712936,0.00480647,0.00901585,-0.00005944,-0.00712936
2001-02-26,0.00248907,0.01404674,-0.0001469,-0.00103461,0.00398264,0.00804568
2001-02-27,0.00288118,-0.00208394,0.00340962,0.00404858,-0.00609828,-0.00188809
2001-02-28,0.01104084,0.00528557,0.01400034,0.01687922,0.01161613,0.00988822
2001-03-01,0.00323964,-0.00880982,0.01117329,0.00839174,0.00688965,-0.00093657
2001-03-02,0.0157243,0.0160375,0.01503638,0.01627801,0.02286683,0.01380603
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2001-03-08,0.00087598,0.00130608,0.00193619,0.00224598,0.00468331,-0.0010846
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2001-03-12,0.00716459,0.00274414,0.00355094,0.00188206,0.00410046,0.00676861
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2001-03-15,0.00652932,0.00829727,0.00206193,0.00081736,0.00634431,0.01082287
2001-03-16,0.00702402,0.00083418,0.0013536,-0.00117967,-0.00346453,0.00416837
2001-03-19,0.00973348,-0.00001614,0.00433297,0.0037249,-0.00262168,0.00081393
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2001-03-23,0.00833333,0.00613301,0.00081287,-0.00455415,0,0
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2001-03-28,-0.00832814,0.00453643,-0.00326996,-0.00586672,0.0048011,0.0017192
2001-03-29,0.00800559,0.00427508,0.00900047,0.00580913,0.00324232,0.0100523
2001-03-30,0.00537704,0.01896519,0.01315237,0.01650165,0.01377785,0.02071365
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2001-04-06,0.01357301,0.00582179,0.00459918,0.0058406,0.00552923,-0.00088624
2001-04-09,0.00036204,0.00782263,0.0040216,0.00330534,0.01486926,0.00846706
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2001-04-11,0.01798144,-0.00207924,0.00680438,0.00117615,0.00437122,0.00241041
2001-04-12,0.00336769,-0.00551974,-0.00558237,-0.00298211,-0.00652829,-0.00825585
2001-04-13,0.00320731,0.00129311,0.00227146,0.00290039,0.00449312,0.00379859
2001-04-16,0.00455165,0.00242668,-0.00421113,-0.00406688,-0.00251607,0.00120773
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2001-04-19,0.0189598,0.00290595,0.00647715,0.00499122,0.00636067,-0.0055601
2001-04-20,0.00938578,0.01062504,0.01789014,0.01839419,0.00580799,0.00723565
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2001-04-24,0.00612521,0.00870243,0.00292235,-0.01345615,0.00550238,0.00792079
2001-04-25,0.00311803,-0.00055503,0.00454628,0.0032955,-0.0021091,0.00073674
2001-04-26,0.01521633,0.00992066,0.01010583,0.01578467,0.01388096,0.00744376
2001-04-27,0.00592336,0.0107736,-0.00628814,-0.00673673,0.0019156,0.00730757
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2001-05-09,0.02375171,0.01263867,0.00849042,0.00895439,0.00421868,0.00733416
2001-05-10,0.00294503,-0.00017496,0.00282992,-0.00046224,0.00420096,0.00294503
2001-05-11,-0.00370861,-0.00478995,-0.00368354,-0.00656678,-0.00234957,-0.00008157
2001-05-14,0.00147065,0.00519138,0.00433185,0.00372405,0.00539951,0.00571009
2001-05-15,0.00404638,0.00458508,0.00538742,0.00584361,0.00462778,0.00154108
2001-05-16,-0.0016769,0.00472602,0.00676389,0.00719292,0.00494768,0.00024295
2001-05-17,0.00784765,-0.00444201,-0.01097727,-0.00915583,-0.00271631,-0.00761072
2001-05-18,0.01118538,0.00955074,0.00582774,0.00508224,0.01010044,0.00889288
2001-05-21,-0.01143618,-0.01113577,-0.01017624,-0.01185989,-0.00910061,-0.00881449
2001-05-22,-0.00465572,-0.00066151,-0.01044535,-0.01209527,-0.00708657,0.00122379
2001-05-23,-0.03713203,-0.03134857,-0.03062448,-0.03381051,-0.02951924,-0.02354954
2001-05-24,0.00506936,0.00469187,0.00254285,0.00214446,-0.00529505,0.00158558
2001-05-25,0.00474921,0.00435985,0.00520131,0.00661414,0.01425445,0.00474921
2001-05-28,0.00607993,0.0069428,0.00380752,0.00570103,0.00344063,0.00414628
2001-05-29,-0.01416722,-0.00413036,-0.00931668,-0.01220215,-0.00709014,-0.00825832
2001-05-30,-0.00691332,-0.0033168,0.00306895,0.002918,0.00515072,0.0019985
2001-05-31,-0.02266679,-0.00379423,-0.01931779,-0.02211231,0.00139754,-0.00972326
2001-06-01,0.00454889,0.00175951,0.00052679,0.00109095,-0.0180264,-0.00058745
2001-06-04,-0.00203921,0.00014203,0.0019317,0.00019814,-0.0003553,0.00209925
2001-06-05,0.01307428,0.01211742,0.0166249,0.01604596,0.00580534,0.00829563
2001-06-06,0.01468467,0.00308563,-0.00658991,-0.0051667,-0.01384063,0.00033242
2001-06-07,0.00308142,0.00162125,-0.00351941,0.00029397,-0.00346393,-0.0029077
2001-06-08,0.02070243,0.00775029,0.00898236,0.00881661,0.00155819,0.00808199
2001-06-11,0.00297673,0.00936339,0.00145216,-0.00174791,0.00281235,0.00776924
2001-06-12,-0.0003337,-0.00780524,0.00531088,0.00846304,-0.00274479,-0.00205036
2001-06-13,0.01305027,0.00963891,0.00255899,0.00463008,0.01585592,0.00328731
2001-06-14,-0.01287342,-0.01023761,0.00640496,0,0.00223819,-0.00573394
2001-06-15,0.01543908,0.01368871,0.00878519,0.0181469,0.01598496,0.01408799
2001-06-18,-0.00264971,-0.0048101,0.00295818,0.00169747,0.00214021,0.00211228
2001-06-19,-0.0089984,-0.00194568,-0.00329183,-0.01026172,-0.00513709,-0.00194568
2001-06-20,0.00332743,0.00467727,0.00144063,0.00551698,0.00406127,0.00487369
2001-06-21,0.00159004,0.013051,0.01012774,0.00652729,0.01843291,0.00565839
2001-06-22,-0.00182105,-0.00139123,0.00093317,0.00084586,-0.00368794,-0.00008038
2001-06-25,-0.0009174,0.00145721,0.00020557,0.00065734,-0.00290433,-0.00458199
2001-06-26,0.0072639,-0.00058014,0.00082634,0.00253378,0.00028557,-0.00064605
2001-06-27,-0.00302664,0.0042166,0.00303238,0,0.00513875,0.00428283
2001-06-28,-0.01814522,0.00017657,-0.01513246,-0.01432182,-0.00204499,0.00354039
2001-06-29,0.00549402,0.0060494,0.00390687,0.00645774,0.0039276,0.00056126
2001-07-02,-0.00100848,-0.00322847,-0.00418589,-0.0064163,-0.00102058,-0.00296498
2001-07-03,0.01432968,0.0018249,-0.00016075,0.00180437,-0.00715137,-0.00016075
2001-07-04,0.00025674,0.00037819,-0.00041403,-0.00161153,0.00120048,0.00064309
2001-07-05,0.0043142,0.01042998,-0.00096869,-0.00104444,0.00565262,0.01036311
2001-07-06,-0.01136632,-0.00511011,0.01608883,0.01492254,0.01056038,0.00206727
2001-07-09,-0.0003327,-0.00484012,-0.00633577,-0.00430792,-0.00764088,-0.00484012
2001-07-10,-0.00177039,0.00078508,0.008584,0.00790068,0.001472,-0.00039866
2001-07-11,-0.01631383,-0.01086904,0.0005745,-0.00279955,-0.01006275,-0.00813592
2001-07-12,-0.00686802,-0.00645895,-0.00748378,-0.01122965,-0.0049112,-0.00450342
2001-07-13,0.01749358,0.00095545,0.00808879,0.00936968,0.00487805,0.00888602
2001-07-16,0.00400867,0.00571059,0.00582317,0.00581341,0.00376927,0.00440388
2001-07-17,-0.0006678,-0.00437937,0.00532458,0.00167801,-0.00392581,-0.00263074
2001-07-18,0.00084756,-0.00882131,0.00906752,0.00623546,0.0034272,-0.00927184
2001-07-19,-0.00355015,-0.00613211,-0.00682324,-0.0054569,0.00307395,-0.00451795
2001-07-20,-0.022135,-0.0049902,-0.00396181,-0.00455687,-0.00249702,-0.00453846
2001-07-23,0.01803417,0.01171435,0.00864403,0.00980942,0.00460829,0.01302613
2001-07-24,-0.00504316,-0.00122008,0.00384638,0.00314553,-0.001076,-0.00425942
2001-07-25,-0.00359,-0.00006959,0.00089215,0.00387347,0.000737,-0.00201776
2001-07-26,0.00411842,0.00304632,-0.00176241,-0.00183739,0.00113302,0.00056611
2001-07-27,-0.00237933,-0.00054749,-0.00307033,-0.00294524,-0.00367813,-0.00080828
2001-07-30,0.00651689,0.01408227,0.0099507,0.01070802,0.0141989,0.01229575
2001-07-31,0.00680538,-0.00077683,-0.0010139,-0.00009133,-0.00134401,-0.00031964
2001-08-01,0.01649618,-0.00659768,0.00516518,0.00438436,0.00257949,-0.00367706
2001-08-02,-0.00506677,-0.00782033,-0.00541218,-0.00609312,-0.00894905,-0.0069801
2001-08-03,-0.00360967,0.00345281,0.00114634,0.0006405,-0.00259608,-0.00072716
2001-08-06,0.0001841,0.00429311,0.00007139,-0.00118873,-0.00463985,0.00153622
2001-08-07,-0.00711091,-0.00949453,-0.0077697,-0.00842259,-0.00522995,-0.00306773
2001-08-08,0.00682822,-0.00027311,0.00388906,0.00332379,-0.00125721,-0.0007288
2001-08-09,-0.02567342,-0.01563891,0.00060898,0.00073617,-0.00566459,-0.01256078
2001-08-10,0.00404732,-0.00005065,-0.00253015,0.0022069,-0.00028772,0.00131309
2001-08-13,0.01130227,0.00662604,0.00588591,0.00862464,0.00230242,0.00368822
2001-08-14,0.0010569,-0.00546058,-0.00054216,-0.00045483,-0.00149314,-0.00604279
2001-08-15,-0.00325149,-0.01056672,-0.00755722,-0.00618857,-0.00902973,-0.01700624
2001-08-16,-0.00300211,-0.00446895,0.00373134,0.00357143,0.00673244,0.00192227
2001-08-17,0.02269319,-0.00142665,0.00646376,0.00675244,0.00299781,0.00325325
2001-08-20,-0.0043843,0.00261912,0.00021608,-0.00027191,0.00212668,0.00365844
2001-08-21,-0.00816006,-0.00971003,-0.00784696,-0.00861287,-0.00418698,-0.00778726
2001-08-22,0.00775657,0.00893618,0.00410674,0.00740741,0.00524133,0.00567755
2001-08-23,-0.00554205,-0.00469651,-0.00303337,-0.00481118,-0.00670372,-0.00572852
2001-08-24,0.00524219,0.00415013,0.00016066,0.00045608,0.0003461,0.00317301
2001-08-27,-0.01135713,-0.0027378,-0.00326784,-0.00328228,-0.00080729,-0.0018312
2001-08-28,0.00223551,0.00231804,0.00347313,0.00109769,0.00582872,0.00166778
2001-08-29,-0.00031686,-0.00285742,-0.00143003,-0.00054825,0.00120489,0.00024975
2001-08-30,-0.00119562,-0.00772384,0.00291988,0.0007314,-0.0026361,-0.0068248
2001-08-31,-0.00863957,-0.00683704,-0.01390189,-0.0126987,-0.00723972,-0.00452527
2001-09-03,-0.00565866,-0.00095098,-0.0025529,-0.00305358,0,-0.00075764
2001-09-04,-0.00954053,-0.00002691,-0.01590825,-0.01772786,-0.0027781,0.00648694
2001-09-05,0.01355062,0.01303206,0.01187454,0.01124445,0.02159025,0.01063028
2001-09-06,0.00553925,0.00232842,0.01208466,0.01205382,0.00124986,0.00265032
2001-09-07,-0.01327611,-0.0132138,0.00064403,0.00406241,-0.00408534,-0.00776474
2001-09-10,-0.00361599,0.00859218,0.00116305,0.00082759,0.00472881,0.00666001
2001-09-11,-0.00072638,-0.01465812,0.01448169,0.0029401,-0.00147434,-0.01339729
2001-09-12,-0.00736847,0.0042432,-0.01064148,-0.00705387,-0.00374808,0.00167645
2001-09-13,-0.00818435,-0.01076822,-0.00027972,-0.00147615,-0.00530126,-0.00702929
2001-09-14,-0.0153755,-0.01308559,0.0019141,-0.00323385,-0.01312321,-0.01365245
2001-09-17,-0.01907549,0.00126582,0.01565599,0.00815721,0.00029034,0.0037594
2001-09-18,-0.01662159,-0.0036512,0.00080616,-0.00285031,-0.00052247,-0.00212802
2001-09-19,-0.00359815,0.00387842,0.00347825,0.0077455,0.00296219,0.00247377
2001-09-20,-0.01127482,-0.01343271,-0.00801947,-0.01720194,0.00011582,-0.01267869
2001-09-21,-0.01265634,0.00643936,0.01184908,-0.0074481,-0.01598147,0.00611911
2001-09-24,0.02272231,0.00762299,-0.00416991,0.01050558,0.01200424,0.00710982
2001-09-25,0.00420883,-0.00016925,0.00543598,-0.00176367,0.00534946,0.00034022
2001-09-26,-0.00515477,0.00099973,-0.00337193,0.01180956,0.00520532,0.00195562
2001-09-27,0.00635994,0.01115906,0.00527627,0.00873082,0.0146145,0.01527495
2001-09-28,0.01059558,-0.00076769,-0.00429762,-0.00938411,-0.00238176,-0.00133735
2001-10-01,0.01447164,0.00941202,0.00777084,0.01388761,0.01017508,0.0062772
2001-10-02,0.00454784,0.0082979,0.00434928,0.00716618,-0.00090034,0.00515678
2001-10-03,0.00394665,-0.00049648,-0.00480151,-0.00675493,0.00332301,-0.00049648
2001-10-04,-0.00070969,-0.00122916,0.00044361,0.00190424,0.00005614,-0.00091067
2001-10-05,0.01792486,0.0019286,0.00022364,-0.00117658,0,-0.0027345
2001-10-08,-0.00457,-0.0053982,0.0011217,-0.0014498,-0.00870053,-0.00457
2001-10-09,-0.00885252,0.00233879,-0.00526678,-0.00299456,-0.00634202,0.00400668
2001-10-10,0.00314526,-0.00135738,-0.00207837,-0.00236643,-0.0046729,0.00074825
2001-10-11,0.00708121,0.01049998,-0.00110825,0.00082109,0.00446582,0.00888926
2001-10-12,0.0044905,-0.00023869,0.00901393,0.00592525,0.00347697,-0.00049407
2001-10-15,0.02118094,0.00157565,-0.00231799,-0.00444042,-0.00488498,-0.00354259
2001-10-16,-0.00576537,0.02509075,-0.00058544,0.0032769,0.00245448,0.00297644
2001-10-17,0.00332849,-0.02979956,-0.00447817,-0.00671385,-0.00091106,-0.00057703
2001-10-18,-0.01283187,-0.00608575,0.00235708,0.00073073,-0.00170979,-0.00057737
2001-10-19,0.00213583,0.00168805,-0.00440246,-0.00547645,-0.00702215,0.00016506
2001-10-22,0.01382444,0.0092357,0.00137639,0.00321219,0.00327718,0.01064444
2001-10-23,-0.00342516,0.00627709,-0.00023326,-0.00027445,0.00206304,0.00187786
2001-10-24,0.00276687,-0.00007817,0.00325781,0.0045754,0.00366007,0.00138538
2001-10-25,-0.00719112,0.00067904,0.00473046,0.00091091,0.00096866,0.00048828
2001-10-26,-0.00578505,-0.00428475,-0.00325695,-0.00364033,0.00426937,-0.00162681
2001-10-29,-0.00202237,-0.00338401,0.00823906,0.00712459,0.00470468,-0.00578459
2001-10-30,0.00059524,-0.0026616,0.00449701,0.00145112,0.00028209,0
2001-10-31,0.0009851,-0.003873,-0.00369966,-0.00298859,0.00394811,0.00237646
2001-11-01,0.00764814,-0.00749639,-0.00049606,0.00136252,0.00213483,-0.00343362
2001-11-02,-0.00188343,0.00091816,-0.00280076,-0.00308418,-0.00218634,-0.00090238
2001-11-05,-0.00011449,-0.0013611,-0.00588926,-0.00536852,-0.00112366,0.00008211
2001-11-06,0.00584531,-0.00482673,-0.0045593,-0.00622084,-0.00562461,-0.00607553
2001-11-07,0.00011928,-0.00545018,-0.00257804,-0.00340606,0.00016969,-0.00123906
2001-11-08,-0.00713999,-0.00717091,-0.0075521,-0.0096065,-0.01289447,-0.00694732
2001-11-09,-0.00149783,-0.00203827,0.00217559,0.00139899,0.00320843,0.00083285
2001-11-12,0.00951455,0.00222647,0.00424114,0.00353916,0.00011422,0.00191396
2001-11-13,0.01364427,0.01499689,-0.01088379,-0.00584687,0.00165601,0.0095515
2001-11-14,-0.00096135,0.00125597,0.00433057,0.00214712,-0.00114019,0
2001-11-15,0.00518958,0.01055862,0.0075645,0.00530973,0.00085612,0.00732209
2001-11-16,0.01114232,0.00201542,0.0068646,0.00722758,0.00074133,0.0035936
2001-11-19,0.00256834,0.00555034,0.00248948,-0.00229991,-0.00695196,0.00333659
2001-11-20,-0.00911233,-0.01047454,0.00019811,-0.00147533,-0.0009755,-0.0051099
2001-11-21,-0.00295729,-0.00026767,0.00029538,-0.00129282,0.0012062,0.00399478
2001-11-22,0.00786075,0.00756555,0.00467553,0.00647249,0.00395846,0.00649614
2001-11-23,0.00330779,0.0043121,-0.00168829,0.00358291,0.00245714,0.00330779
2001-11-26,0.00119062,-0.0032755,-0.00035146,0.00009154,-0.00159608,-0.0020907
2001-11-27,0.00819667,0.00227186,0.00214458,0.0010984,0.00114188,-0.00104754
2001-11-28,-0.01113288,-0.00063629,-0.00028838,-0.00118863,0.00017109,-0.00734049
2001-11-29,-0.00196252,0.00733429,0.00153201,0.00659099,0.00667123,0.00536324
2001-11-30,0.00651299,0.00329793,0.00503061,0.00627501,-0.00396488,-0.00177821
2001-12-03,-0.0057931,0.0029355,-0.00355712,-0.0003615,0.00523173,0.00421053
2001-12-04,-0.0016636,0.00340512,0.00171409,-0.00090408,-0.00181026,0.00104822
2001-12-05,0.00460822,0.00040663,-0.00457214,-0.00289567,-0.00334372,0.00072493
2001-12-06,0.00826119,0.00386615,0.01338977,0.01343135,0.01319231,0.00418545
2001-12-07,-0.00203221,0.00553329,-0.00048485,0.00044775,0.0099899,0.00649247
2001-12-10,0.00388245,0.00212016,0.0019587,0.00483351,0.00494554,0.00485785
2001-12-11,0.00093593,0.00180883,0.00565919,0.00231605,0.00309649,0.0001585
2001-12-12,0.01083978,0.00622508,0.00801743,0.00755421,0.0067251,0.00015848
2001-12-13,-0.00326609,-0.0007656,-0.00557272,-0.0052042,-0.00328533,0
2001-12-14,0.00894529,0.0130809,0.02224086,0.02048236,0.0172499,0.00855649
2001-12-17,-0.00128167,-0.00132929,-0.00132025,0.00008689,0.00523843,0.00180676
2001-12-18,-0.0022595,-0.00321724,0.0020729,0.00243267,0.00010745,0.00219556
2001-12-19,-0.00629242,0.00188703,-0.00036147,-0.00060669,-0.00220241,0.00226899
2001-12-20,-0.00702075,0.00111106,0.00802072,0.00346891,0.00236878,0.00359094
2001-12-21,0.01353771,0.00436346,-0.00550397,-0.00570391,0.00145013,0.00894524
2001-12-24,0.00177305,-0.00713883,-0.02365782,-0.00286832,0.00375416,0
2001-12-25,0.00978076,0.01094126,0.01357266,0.00244073,0.01009831,0.00878884
2001-12-26,-0.0028267,-0.00444972,-0.00362016,-0.00034783,0.00634753,-0.00007642
2001-12-27,0.00565777,0.0087292,0.01510354,0.01156924,0.00431012,0.00664934
2001-12-28,0.00211879,-0.00092748,-0.00199938,-0.00343968,-0.00486733,-0.00455546
2001-12-31,0.00225288,0.00261321,0.01146549,0.01078609,0.00673188,0.00343223
2002-01-01,0,0,0,0,0,0
2002-01-02,0.01461825,0.00085009,0.01548894,0,-0.00282102,0.0041806
2002-01-03,-0.00285181,-0.00195856,-0.00584129,-0.00669961,-0.00749162,-0.00227083
2002-01-04,0.00528243,-0.00617252,-0.00774137,-0.01129753,-0.00005278,-0.00629694
2002-01-07,-0.00142605,-0.00006409,0.00117222,-0.00162019,-0.00443412,0.00068713
2002-01-08,0.02116005,0.0151289,0.00953007,0.0117014,0.01272534,0.01258869
2002-01-09,0.0005809,-0.00200526,-0.00478172,-0.00278599,-0.00219895,-0.00075347
2002-01-10,-0.00320932,-0.00227153,0.00102484,0.00177785,0.003673,0.00060323
2002-01-11,-0.00918981,-0.00277372,-0.00275517,-0.00498606,-0.00162066,-0.00557649
2002-01-14,-0.0077943,0.00089074,0.00031732,0.00161373,0.00099492,0.00007578
2002-01-15,-0.00176437,-0.00109584,-0.01327147,-0.01551768,-0.01109019,-0.00522846
2002-01-16,-0.00166056,-0.0010656,0.00875217,0.00241171,0.00201016,0.00434186
2002-01-17,0.00160731,-0.00471726,0.00183462,0.00257776,0.0036427,0.00394388
2002-01-18,0.00220261,0.00206187,0.00561608,0.00548509,0.00326127,0.0018131
2002-01-21,0.00553552,-0.00092678,-0.00164119,-0.00204569,-0.00262151,-0.00067868
2002-01-22,0.01395796,0.01227341,0.01039661,0.01332422,0.00630815,0.0106399
2002-01-23,-0.0012024,0.0063427,-0.00400972,-0.00682738,-0.00146268,0.00246397
2002-01-24,0.00717019,0.00299677,0.00105977,0,0.00282501,0.00387308
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2002-01-28,-0.00723388,-0.00120958,-0.00871067,-0.01084711,-0.00734672,-0.00684932
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2002-02-14,0.00397792,-0.01010089,-0.00780552,-0.00611594,-0.00740741,-0.0088562
2002-02-15,0.0057537,0.00489673,0.00338737,0.00320679,0.00508098,0.00439194
2002-02-18,0.00259009,0.00057826,-0.00039509,-0.00215983,-0.00210637,0.00007539
2002-02-19,0.00753864,0.00988721,0.0151801,0.01350649,0.00992084,0.00753864
2002-02-20,0.00068528,-0.00127371,-0.00711339,-0.00606527,-0.00240359,0.00029929
2002-02-21,0.00220769,0.00395949,0.00227525,0.00249248,0.00193798,0.00433839
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2002-02-26,0.00554205,-0.00078134,-0.00114502,-0.00077313,-0.00104761,0.00515041
2002-02-27,0.00059902,-0.00196622,-0.00096642,-0.0008597,-0.00062923,-0.00289618
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2002-03-12,0.00205533,0.00334586,0.00523655,0.00499242,0.00098912,0.0039794
2002-03-13,0.00324063,-0.00249478,0.0074331,0.00620953,0.00581906,0.00575115
2002-03-14,0.00470968,0.00142771,0.00954321,0.004408,0.00120074,-0.00239549
2002-03-15,0.00517402,0.00563947,-0.00103676,0.00017555,0.00250763,0.00077459
2002-03-18,0.01613784,0.01537213,0.0161665,0.0168495,0.01903208,0.01671827
2002-03-19,0.00173491,0.00542988,0.00449313,0.00560974,0.00325507,0.00479598
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2002-03-21,0.00388124,0.00425985,0.00238171,0.00146237,0.00234379,0.00425985
2002-03-22,0.0071599,0.00684257,0.00041726,0.00034358,0.00611149,0.00621118
2002-03-25,0.00255411,0.00039776,0.00435131,0.00429332,0.00406719,0.00368865
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2002-03-28,0.01144647,0.00032608,-0.00410042,-0.0023306,0.00015861,-0.00030132
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2002-04-01,0.00629426,0.00327504,0.01795583,0.01608301,0.01686849,0.0057285
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2002-04-11,0.01465657,0.00821381,0.01123665,0.00947414,0.00804347,0.00650444
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2002-04-19,0.00559222,0.00552077,0.00567812,0.00527682,0.00334893,0.00354228
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2002-05-06,0.00840287,-0.00095813,0.00166814,0.01056551,0.00273605,0.0020466
2002-05-07,0.0065095,0.0048081,0.00513447,0.00385637,0.00518966,0.00557738
2002-05-08,0.00492739,0.00509001,-0.00559121,-0.00486597,-0.00239515,0.00585892
2002-05-09,0.00599964,-0.00013473,0.0029284,0.00102942,-0.00064024,-0.00287356
2002-05-10,-0.00474355,-0.00173182,-0.00226676,-0.00119976,-0.00395067,-0.00638679
2002-05-13,0.00495417,0.00264174,-0.0009738,-0.0007722,-0.00257276,0.00109744
2002-05-14,0.00683967,0.00510521,-0.00568749,-0.00394985,0.00107475,0.0066557
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2002-05-21,-0.00848283,-0.00901787,-0.01220886,-0.01367019,-0.01148043,-0.01133099
2002-05-22,0.00818028,0.00582045,0.0074692,0.00903509,0.00193563,0.00242131
2002-05-23,0.00043017,0.00530829,-0.00016359,0.0005216,0.00248385,0.00563607
2002-05-24,-0.00538461,-0.00268184,-0.00562776,-0.00251977,0.00011012,-0.00216173
2002-05-27,0.0040261,0.00115854,0.00026796,0,0.00055054,0.00096285
2002-05-28,0.00600994,0.00000641,0.00469687,0.00731707,-0.00066028,-0.00240481
2002-05-29,0.00270526,-0.00224816,0.0033225,0.0066586,0.00077084,-0.0012053
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2002-05-31,0.01406533,0.01340784,0.00190351,0,0.00216043,0.00852204
2002-06-03,0.00323075,-0.00433845,-0.00094796,0.00380458,0.00071859,-0.00362144
2002-06-04,0.00481268,0.00041086,0.00331006,0.00499612,-0.00049713,0.00113076
2002-06-05,0.00341373,0.00221457,0.00148565,0.0021428,0.00370268,0.00411456
2002-06-06,0.00205401,-0.00206274,0.0033264,0.00513171,-0.0002753,-0.00160694
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2002-06-12,0.01029502,0.00450505,-0.00263847,0.00016849,0.00206029,0.00287288
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2002-07-01,0.00022164,0.00313357,0.00113985,0.00042194,0.00415391,0.00485478
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2002-07-05,0.00072729,0.00532372,-0.0052829,-0.00374468,-0.00021846,0.00216667
2002-07-08,0.00137748,-0.01266403,-0.0016965,0.00034171,0.00021851,-0.01421919
2002-07-09,0.00076894,0.00068164,-0.0014059,0.00102477,-0.00283998,-0.00556727
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2002-07-12,0.0019474,-0.00692745,-0.00245374,0,-0.00373832,0.00051374
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2002-07-17,-0.0085312,-0.00247659,0.00403411,0.00299196,0.00230377,0.00155092
2002-07-18,0.00673053,0.00183957,0.00430661,0.00366488,0.00300991,0.0032691
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2002-07-25,0.00120875,-0.0033563,0.00835866,0.00811184,0.00649067,0.00232058
2002-07-26,0.00953061,0.00969844,0.00476412,0.0049649,0.00888744,0.01972217
2002-07-29,0.01307665,0.01395307,-0.00916574,0.00017036,0.00456572,0.00462496
2002-07-30,0.01254167,0.00342266,0.00819047,0.00723897,0.01048016,0.00527329
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2002-08-02,-0.00444469,0.00086013,-0.00063024,0.00076681,0.00381536,-0.00259697
2002-08-05,0.0031363,0.0051854,0.00421466,-0.00051081,0.0003212,0.00537544
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2002-08-07,0.00455046,-0.00068698,0.00196461,0.00274113,-0.00602572,-0.00686064
2002-08-08,0.00169667,0.0047748,-0.00458068,-0.00145225,0.00205683,0.00732418
2002-08-09,-0.00363577,-0.00319098,-0.00002506,-0.00248097,-0.01112732,-0.00735355
2002-08-12,-0.00160963,-0.01086986,-0.00370854,-0.00120069,-0.0048069,-0.00973864
2002-08-13,-0.00611883,0.00083142,0.00259802,0.00188906,0.00142708,-0.00075649
2002-08-14,-0.01487457,-0.00672463,-0.01686686,-0.01628385,-0.01151,-0.01303836
2002-08-15,0.01228809,0.00087476,0.00433504,0.00409479,-0.00110895,0.00017046
2002-08-16,0.00583493,0.00330874,0.00101876,0.00364425,0.00305301,0.00195995
2002-08-19,0.00253156,0.00019346,-0.00030485,0.00095098,0.00116215,0.00807961
2002-08-20,0.00944806,0.00526776,0.00349013,0.00431854,0.00326129,0.00168734
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2002-08-22,0.00534292,0.00998716,-0.00118141,0.00180941,0.00473908,0.01147873
2002-08-23,0.00345001,0.00114255,0.0009418,0.00068805,-0.00296166,-0.00116822
2002-08-26,-0.00066834,-0.00009002,0.00065283,-0.00034379,0.0012652,-0.00066834
2002-08-27,0.00799094,-0.01129175,0.00106054,-0.00128966,-0.00368091,-0.01237251
2002-08-28,0.00423227,0.00423227,-0.00058901,0.00180785,0.00463193,0.00423227
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2002-08-30,0.00118836,0.00310102,0.00127708,0.00034379,0.00109248,0.0035518
2002-09-02,-0.00245394,-0.00390839,-0.00147482,-0.00120285,-0.00147324,-0.00480324
2002-09-03,-0.01537726,-0.00510156,0.00673412,0.0036129,-0.00005464,-0.00855207
2002-09-04,0.00106897,-0.00253511,0.00441181,0.00248564,0.008689,0.0076864
2002-09-05,-0.00293378,-0.00038923,0.00646303,0.00376197,0.00406328,0.00203407
2002-09-06,0.01306857,0.01042318,-0.00755128,-0.00954003,-0.00361517,0.00270659
2002-09-09,0.00379813,0.004955,-0.00026131,0.000602,0.00129969,0.00269928
2002-09-10,0.00811284,-0.00153916,0.00401608,0.00472712,0.00843699,0.00866493
2002-09-11,0.00530252,-0.00118392,0.00016217,0.00470488,0.00241339,0.00383653
2002-09-12,0.00556285,-0.00698059,0.00145525,0.00391656,0.00262158,-0.0020771
2002-09-13,0.00920544,0.01502826,0.00531513,0.00381647,0.00821772,0.01323787
2002-09-16,0.00093362,0.00718112,0.00250717,0.00321054,-0.00111146,0.00476582
2002-09-17,-0.00015722,0.00025608,-0.00094676,0.00067374,-0.00280824,0.00057246
2002-09-18,-0.00211463,-0.00074921,0.00413502,0.00210402,0.00387885,-0.00302411
2002-09-19,-0.00139316,-0.00153019,0.00826602,0.00453515,0.00015879,-0.00393507
2002-09-20,0.00798114,0.01565099,0.01085355,0.01220634,0.01529424,0.0162963
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2002-09-24,-0.00407637,-0.00770287,-0.00110588,-0.00099124,0.00565238,-0.00444265
2002-09-25,0.00068519,0.00258133,-0.00834923,-0.00826856,-0.00348686,-0.0031643
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2002-09-27,-0.00002562,0.00150417,0.00444288,0.00358812,0.0031412,0.00163119
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2002-10-01,0.00846624,0.01153225,0.00115342,0.0044955,0.0042384,0.00624127
2002-10-02,0.00280994,-0.00139667,0.00479804,0.00372949,0.0041163,0.00391741
2002-10-03,0.00241557,-0.00640762,-0.00167455,0.006523,-0.00166053,-0.00308918
2002-10-04,0.00519983,0.00370255,-0.00336589,-0.00984413,0.00296273,0.00464813
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2002-10-09,-0.00574276,-0.01160719,0.00560772,0.00419511,-0.00160397,-0.00900322
2002-10-10,0.00068819,0.00838169,-0.00126796,-0.0018021,0.00207297,0.0025146
2002-10-11,0.00573712,0.00492352,0.00406023,0.00385688,0.00139636,0.00372198
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2002-10-15,0.0033334,0.00414391,-0.00629202,-0.00236503,-0.00020661,0.00370072
2002-10-16,0.00252584,-0.00089206,-0.00053471,-0.0010627,-0.00077495,-0.00240462
2002-10-17,0.00467576,0.01055572,-0.00859956,-0.00720131,0.00180963,0.00321388
2002-10-18,0.00595966,0.00313055,0.00431481,0.0049456,0.00108382,0.00504565
2002-10-21,0.00416039,-0.00341469,-0.00207125,-0.00246063,-0.00623808,-0.00398438
2002-10-22,-0.00389006,0.00354251,0.00733862,0.00715343,0.00425399,0.00080006
2002-10-23,-0.00161254,-0.00124245,-0.00598305,-0.00636787,-0.00361608,-0.00359741
2002-10-24,0.00230876,0.00017384,0.00079693,0.00041081,0.00243675,-0.00040116
2002-10-25,-0.00125305,-0.00546547,-0.00291722,-0.00361367,-0.0036721,-0.00305
2002-10-28,0.0081497,0.00981969,0.01129044,0.00214309,0,0.0027373
2002-10-29,-0.01927736,-0.02022903,-0.01303569,-0.00616878,-0.0070598,-0.01469289
2002-10-30,-0.00443908,0.00235679,0.00013153,0.00107589,0.00041824,0.00114081
2002-10-31,0.00296651,0.00339255,0.00425809,0.00297619,0.00266513,-0.00154648
2002-11-01,0.00089178,-0.00595236,0.00434253,0.00304979,-0.00458644,-0.00448357
2002-11-04,0.00650854,0.00330534,0.0008324,0.00197222,-0.00371747,0.00131019
2002-11-05,-0.00376186,-0.00446573,-0.00137933,-0.00147626,0.00036788,-0.00376186
2002-11-06,0.00312335,0.00062489,0.00403421,0.00303901,0.00099816,-0.00008209
2002-11-07,0.00017382,-0.00459732,0.00041332,0,0.00561562,-0.00459732
2002-11-08,-0.01358286,-0.01247261,-0.0080902,-0.00671471,-0.00652367,-0.01253608
2002-11-11,-0.00892058,-0.00996738,-0.00460602,-0.00453421,-0.0039399,-0.00150338
2002-11-12,0.00012312,0.00217782,0.00263654,0.00223602,0.00253151,0.00083647
2002-11-13,0.00410634,0.00627353,-0.00275151,0.00049579,0.00299858,0.00518178
2002-11-14,0.00709572,-0.0052454,-0.00002111,-0.00041295,-0.00209798,0.00066517
2002-11-15,-0.0007208,-0.00614601,0.00395313,0.00322234,-0.00031536,0.00016618
2002-11-18,0.00496766,0.0029157,0.00480597,0.00625927,0.00699264,0.00639694
2002-11-19,0.0007112,0.01211199,0.00228875,0.00286463,0.00767504,0.00842001
2002-11-20,0.00680689,0.00247384,0.00208092,0.00261161,-0.00046632,0.00392927
2002-11-21,0.00600004,0.00639768,-0.00034343,0.0000814,0.00456171,0.00081539
2002-11-22,0.00228969,-0.00048842,-0.00460842,-0.00276738,0.00129006,0.0012221
2002-11-25,-0.01364547,-0.00191788,-0.01347184,-0.012651,-0.01633684,-0.00659126
2002-11-26,-0.00261729,-0.0048249,-0.002613,-0.00223196,-0.01163095,-0.00368611
2002-11-27,-0.00059745,0.00506176,0.00280825,0.00289975,0.00265041,0.00550851
2002-11-28,0.00596721,0.00076968,0.00312217,0.00371747,0.00317209,-0.00139002
2002-11-29,0.00301933,0.00942331,0.00307928,0.0036214,0.00537549,0.004094
2002-12-02,0.01598304,0.02028916,0.0215578,0.01886174,0.01855638,0.01598304
2002-12-03,-0.0017424,0.00143027,-0.00095222,-0.00120734,0.00643302,0.00040132
2002-12-04,0.00212928,-0.0026605,0.00382754,0.00427109,-0.00015341,0.00016046
2002-12-05,0.00497519,0.00251867,0.0038741,0.00337025,0.00424487,0.0026472
2002-12-06,-0.00971379,-0.01284067,-0.00045933,-0.00079974,-0.00677327,-0.00936075
2002-12-09,0.00181024,0.00014183,-0.00339836,-0.0031215,-0.00123058,-0.00298821
2002-12-10,-0.00602044,0.00168427,0.00072811,0.00192694,-0.00205349,0.00162009
2002-12-11,0.00199967,0.00314738,-0.00169123,-0.00152256,0.00272648,-0.00032349
2002-12-12,0.00068628,-0.00734479,0.00093577,0.00304976,-0.00420685,-0.00728096
2002-12-13,-0.0193185,-0.02151426,-0.01418865,-0.01416227,-0.012983,-0.01792845
2002-12-16,0.01085888,0.0061591,0.00733948,0.00600601,0.00756864,0.00622355
2002-12-17,-0.00404437,0.00718964,0.01062289,0.00605083,0.00393721,-0.00016493
2002-12-18,-0.00097789,-0.00289186,-0.00010391,-0.00360866,0.00030961,-0.00115473
2002-12-19,-0.0045417,-0.00209917,-0.00265305,-0.00386318,-0.00278566,-0.0045417
2002-12-20,-0.00750293,-0.00348785,-0.00205415,-0.00145431,-0.0017071,-0.00149316
2002-12-23,0.00051046,-0.00018313,0.00329166,-0.00048548,-0.00507825,0.00033231
2002-12-24,0.00276121,0.00176826,0.00668383,0.00307618,-0.00067708,-0.00132879
2002-12-25,0.00148557,0.00153379,0.00337301,0.00314745,-0.00380466,0.0016632
2002-12-26,-0.00433838,-0.01037796,-0.00064439,0.00112631,0.00429005,-0.00398506
2002-12-27,-0.00550333,-0.00932577,0.00650697,0.00514304,0.0008856,-0.00125031
2002-12-30,-0.00570474,-0.01615245,-0.00880852,-0.00767509,-0.01040962,-0.01151728
2002-12-31,-0.00801837,0.00291516,0.00583382,0.00427006,0.00557513,0.00227964
2003-01-01,0,0,0,0,0,0
2003-01-02,0.01893489,0.01680351,-0.00366255,-0.00296831,-0.00036613,0.0106141
2003-01-03,0.00576724,0.00003077,0.00064141,0.00394271,0.00758686,-0.00150038
2003-01-06,0.01056299,-0.00341109,-0.00181306,-0.00120221,-0.00612764,-0.00659487
2003-01-07,0.00674045,0.01157486,0.00635199,0.00682074,0.00977063,0.01235294
2003-01-08,-0.00731094,-0.01185046,-0.00374713,-0.00470232,-0.0070889,-0.01178717
2003-01-09,0.00319194,0.00972339,0.00124553,0.00280269,-0.00046902,0.00319194
2003-01-10,0.01011669,0.00162033,0.00660217,0.00670766,0.0048488,-0.00251193
2003-01-13,-0.00285403,-0.00007087,-0.00760371,-0.00618704,-0.01359415,-0.00285403
2003-01-14,-0.0089439,-0.00632244,-0.00597032,-0.00494852,-0.00347167,-0.00690294
2003-01-15,0.00350723,0.00344816,0.00045153,-0.00096254,-0.00010557,0.00110198
2003-01-16,0.00326545,-0.00094002,0.00539532,0.00433561,0.00248113,-0.00237087
2003-01-17,0.00817536,0.00058783,0.00486969,0.00431689,0.00405477,0.00084875
2003-01-20,-0.00008189,-0.00033096,0.00183424,0.00374114,-0.00351392,0.00110244
2003-01-21,-0.00364098,0.00334794,0.00416157,0.00412371,0.00473684,0.00093181
2003-01-22,-0.00196898,0.00230037,0.00096978,0.00173748,0.00293347,0.00177725
2003-01-23,0.00427288,0.00182501,-0.00057384,0.00086723,-0.00047007,-0.00321027
2003-01-24,0.00134705,0.00142029,0.00507667,0.00543521,0.00569577,-0.00186456
2003-01-27,0.00254639,0.00252224,0.00531657,0.00775619,0.00763795,0.00628343
2003-01-28,-0.00093731,-0.0022776,-0.00290396,-0.00225453,0.00273294,0.00092819
2003-01-29,-0.00134636,0.00174662,-0.00075109,-0.00070126,0.00215983,-0.00185466
2003-01-30,0.00462049,0.00341838,0.00669281,0.00436647,0.01098112,0.00684122
2003-01-31,0.00518097,0.01229613,0.00045651,0.00155267,0.00274084,0.00620753
2003-02-03,-0.00212046,0.00551438,0.00417857,0.00418572,-0.00045556,0.00300125
2003-02-04,0.006841,-0.00388391,0.00663498,0.00532613,-0.0002532,-0.00473776
2003-02-05,0.00182726,-0.00144845,-0.005318,0.00276413,-0.00035457,0.00250543
2003-02-06,-0.00040447,-0.00497773,0.00192222,-0.00558959,-0.00547251,-0.00124958
2003-02-07,0.00088741,0.00670815,0.00260443,0.002541,-0.00035665,0.00275252
2003-02-10,0.01035095,0.00298278,0.00173424,0.0000768,0.00560652,0.00898353
2003-02-11,-0.00098114,-0.00020824,-0.00409356,-0.00145918,-0.00648758,-0.00131904
2003-02-12,-0.00349304,0.00077708,-0.00099094,-0.00038456,-0.00040812,0.00090804
2003-02-13,0.00511664,0.00141851,0.00637091,0.0054628,-0.0025518,-0.00552577
2003-02-14,-0.00710488,-0.00417255,-0.00975136,-0.00795837,-0.00828899,-0.00207331
2003-02-17,-0.00284522,-0.00136459,-0.00550389,-0.00485961,-0.00851305,-0.00149589
2003-02-18,-0.01349561,-0.00785524,-0.0162275,-0.01573521,-0.01581933,-0.01098627
2003-02-19,0.00652779,0.00077728,0.00577555,0.00511892,0.00179771,-0.00159892
2003-02-20,0.00341897,0.00121377,0.00486987,0.0027423,0.0052251,-0.00328726
2003-02-21,0.0009568,0.00371299,-0.00238056,-0.00117206,-0.01512129,0.0043129
2003-02-24,0.00940156,0.00415497,-0.0012434,-0.00375499,-0.00362512,-0.0072415
2003-02-25,-0.00741235,-0.00780227,-0.00520426,-0.00942285,-0.01278759,-0.00593723
2003-02-26,0.00302705,-0.00116948,0.00056006,0.00174396,0.00249309,-0.00076792
2003-02-27,-0.00095609,0.00403898,0.00098816,0.00134526,0.00410877,0.00350098
2003-02-28,0.01007785,0.00943281,0.00528341,0.00782361,0.0006461,0.00476515
2003-03-03,0.00658275,-0.00335886,0.00934309,0.00415588,-0.00091472,-0.00389566
2003-03-04,-0.0028307,0.00641489,0.00195209,0.00179603,0.0039315,0.00255059
2003-03-05,0.00255048,0.00062905,0.00305043,0.00327383,0.008315,-0.0052578
2003-03-06,-0.00257298,-0.00111921,-0.00331325,0.00046616,0.00042562,0.00051151
2003-03-07,-0.00347719,0.00133547,-0.0033768,0.00046595,-0.00393533,-0.00315269
2003-03-10,0.00004414,-0.0007693,0.00495436,0.00225103,-0.00138815,-0.0007693
2003-03-11,-0.01481642,-0.00275952,-0.00012222,0.00077447,0.00577417,0.00213858
2003-03-12,-0.01388419,-0.00134841,-0.0028001,-0.00139297,0.00478418,0.00102433
2003-03-13,0.01048862,0.00511114,-0.00670011,-0.00751705,0.00380912,0.01048862
2003-03-14,0.00325839,0.0035685,-0.00754563,-0.00780823,-0.01259618,-0.00177215
2003-03-17,-0.00793675,-0.00136952,-0.00929697,-0.00889274,-0.00720576,0.00092992
2003-03-18,0.00650908,0.00836557,0.00140601,0.00341432,0.00096774,0.00380068
2003-03-19,0.0043342,0.00691196,0.00682298,0.00775501,0.01192394,0.01388305
2003-03-20,0.00528229,0.00072697,0.00178672,0.00235571,-0.00037155,-0.00116183
2003-03-21,0.00689385,0.00278509,0.00121944,0.00305523,0.00982318,0.01030243
2003-03-24,-0.00051294,0.00091842,0.00456893,0.00343643,-0.00084131,-0.00740132
2003-03-25,-0.00347135,-0.00228499,-0.00272385,-0.00381382,-0.00589412,-0.0043082
2003-03-26,0.00294412,0.00377588,-0.00048154,0.00234393,0.00074113,-0.00091529
2003-03-27,0.0053528,0.0035679,-0.00153325,-0.00046769,-0.00682395,-0.00066628
2003-03-28,-0.00341229,-0.00743632,0.00734194,0.00631677,0.00426099,-0.00241687
2003-03-31,-0.00911482,-0.01272532,-0.0010018,-0.00185989,-0.00991779,-0.01420217
2003-04-01,0.00108254,-0.00293691,-0.00144487,-0.00054348,-0.00257124,0.00025424
2003-04-02,0.00353897,0.00345362,-0.0110122,-0.00536006,0.00048335,0.00754046
2003-04-03,0.00337467,0.00705582,0.00262398,0.00203062,0.00756884,0.00487723
2003-04-04,0.00376569,0.00615155,0.00166455,0.00319564,-0.00239744,0.00376569
2003-04-07,-0.00399626,-0.00514774,-0.00438942,-0.00574936,-0.00518024,0.00100042
2003-04-08,0.00258991,0.00720062,0.00242917,0.00336016,0.00005368,-0.00224869
2003-04-09,0.00943186,0.00356712,0.0055545,0.0067757,0.00815932,0.00308848
2003-04-10,-0.00243262,0.00383045,-0.00654266,-0.00100565,0.00133113,-0.00424399
2003-04-11,0.00668743,0.00757381,0.00246389,0.00356203,0.00680634,0.00701989
2003-04-14,-0.00347487,-0.00151113,0.00081129,0.00030864,-0.0006866,-0.0019917
2003-04-15,0.00246979,0.00221403,-0.00217017,0.00208269,-0.00221976,-0.00116414
2003-04-16,0.00351398,-0.01057807,0.00826612,0.00323301,-0.00015891,-0.00566101
2003-04-17,0.00388011,0.00483438,-0.0055189,-0.00122765,-0.00418521,0.00159076
2003-04-18,0.00156307,0.00182767,0.00015048,0.00084505,0.0020216,0.00058514
2003-04-21,0.00628164,0.0039842,0.00144566,0.00514277,-0.00079639,0.00710109
2003-04-22,0.00594723,-0.00127065,0.00766636,0.0045819,0.0053135,-0.00539195
2003-04-23,0.0009361,0.00243941,0.0027074,0.00418092,0.01057082,0.00417014
2003-04-24,-0.00495722,-0.00859552,0.00425867,0.0011355,-0.00104603,-0.00415282
2003-04-25,-0.00111552,0.01138887,0.00264848,0.00378072,0.00104712,0.00375313
2003-04-28,0.00546296,-0.00187519,-0.00516426,-0.00338983,0.00083682,0.00074782
2003-04-29,-0.0001667,-0.00083421,0.00118498,0.00219199,-0.00177676,-0.00531385
2003-04-30,0.00016002,0.00013831,-0.00207095,0.00233803,-0.0045545,-0.00734558
2003-05-01,0.00436971,0.00552247,0.00407652,0.0020316,0.00357612,-0.00311134
2003-05-02,0.00178397,0.00365678,0.0041952,0.0028535,-0.00015721,0.0033741
2003-05-05,0.00465422,0.00270744,-0.00167984,0.00187196,-0.00110063,-0.00294241
2003-05-06,0.00331067,0.00507389,0.00452134,0.00455904,-0.00503699,-0.00902192
2003-05-07,-0.01727947,-0.01287655,-0.00824279,-0.01607023,-0.02072457,-0.01003999
2003-05-08,0.01323108,0.00602428,0.01161405,0.01625709,0.00743134,0.00472712
2003-05-09,0.00476343,0.00331309,0.00273738,0.00223214,0.00539876,0.00273738
2003-05-12,0.00460868,0.00003388,-0.0012868,0.00311804,0.00132915,-0.00204743
2003-05-13,0.01292579,0.01731176,0.01224498,-0.00606868,-0.00398216,0.01401949
2003-05-14,-0.02188006,-0.01248664,-0.02112071,-0.00506329,0.00170585,-0.0208228
2003-05-15,-0.00720884,-0.00257508,-0.00395676,-0.00658584,0.00505561,0.00301334
2003-05-16,0.01230035,0.00597379,0.00716426,0.01024559,-0.0037594,-0.00523605
2003-05-19,0.01506412,0.01398372,0.02077854,0.01998509,0.01823014,0.01242558
2003-05-20,0.00097115,0.0040845,-0.00048963,-0.00080421,-0.00031319,-0.00511378
2003-05-21,0.00121264,0.00694222,0.00000636,0.00168289,0.00167084,0.00411205
2003-05-22,0.00259107,-0.00281065,0.00108125,0.00146092,-0.00026063,0
2003-05-23,-0.00292913,-0.02143746,0.00092717,0.00692925,-0.00198133,-0.00247419
2003-05-26,0.0024413,0.00216449,0.000875,0.00311481,0.00094039,-0.0005987
2003-05-27,-0.00207228,0.0025955,0.0048898,0.00180531,0.00260974,0.00325203
2003-05-28,0.00423412,0.00600475,0.00561062,0.00663159,0.01223385,0.01288066
2003-05-29,-0.0017366,0.00537888,0.00385679,0.00637308,0.00581156,-0.00311605
2003-05-30,0.012459,0.01159462,-0.00049865,0.00113847,-0.00010227,0.00827912
2003-06-02,-0.00150471,-0.00791934,-0.00834429,-0.00952381,-0.00741498,-0.00712191
2003-06-03,0.00941016,0.00851341,-0.00239033,0.00387486,-0.0010304,0.0049789
2003-06-04,0.00372018,0.00251777,-0.00671623,-0.00850608,0.00020629,-0.00277101
2003-06-05,-0.00760983,0.00339488,0.00247817,0.00533487,0.00804372,-0.00850455
2003-06-06,-0.01058465,-0.01235724,-0.01529167,-0.00372894,0.00859335,0.00008493
2003-06-09,-0.00000689,0.00362606,0.00923171,-0.0020154,-0.01430165,0.00288723
2003-06-10,-0.00144488,-0.00560087,-0.00561629,-0.00649116,0.00046306,-0.00296359
2003-06-11,0.00752794,0.00582409,0.00428284,0.00508167,0.00889689,-0.00067941
2003-06-12,0.00218438,0.00072627,-0.00174752,-0.00065005,0.00020389,-0.00067987
2003-06-13,0.00364045,0.01035615,0.00737867,0.0070107,0.00005096,-0.00161578
2003-06-16,0.00292333,-0.00402295,-0.0021981,-0.00057418,0.00580951,0.00187394
2003-06-17,0.00718434,0.00658102,0.00300819,0.00071813,0.0082586,0.00493113
2003-06-18,0.00016163,-0.00049963,-0.01487458,-0.0116254,-0.00547739,-0.00296108
2003-06-19,0.0014305,-0.00089049,0.00977489,0.00667974,0.00333485,0.00381841
2003-06-20,-0.00482267,-0.01115629,-0.01237808,-0.01096286,-0.01002165,0.00084531
2003-06-23,-0.01088646,-0.00656509,-0.00064228,-0.00918836,-0.0015261,-0.00641892
2003-06-24,0.00097467,0.0020455,-0.00030866,-0.000736,-0.00045853,0.00263516
2003-06-25,0.00676048,0.01045192,0.0002733,0.00353539,0.00611652,0.00042391
2003-06-26,0.00618652,0.00813161,-0.00401952,0.0013211,0.00516744,0.01194915
2003-06-27,0.00578535,0.00640205,0.00186144,0.00234553,-0.00559448,0.00200988
2003-06-30,0.01210644,0.00046413,-0.00064476,0.00731261,0.004815,0.00083577
2003-07-01,0.0026785,-0.0064161,0.00462824,0.00268603,0.00211854,-0.00250522
2003-07-02,-0.00626315,-0.00175637,-0.01356585,-0.01419056,-0.01167766,-0.01239012
2003-07-03,0.00334122,0.00290819,-0.00073879,-0.00235018,0.00606061,0.00245825
2003-07-04,-0.00549817,-0.00385219,-0.00183925,-0.00110424,-0.00389794,-0.00169119
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2003-07-10,0.00140069,-0.00606225,-0.00057165,0.00337028,0.00005196,-0.00042474
2003-07-11,0.00319003,0.00479512,-0.00967906,-0.00694185,-0.00296181,0
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2003-07-16,0.01212083,0.00044102,0.00895032,0.00523679,0.00624233,0.00348077
2003-07-17,0.0001429,-0.00145591,0.00950648,0.00558701,0.0042948,0.00473773
2003-07-18,-0.01141417,-0.01115585,0.00454556,0.00382912,-0.00607149,-0.00286292
2003-07-21,0.00727543,0.00159282,0.00460292,0.00508601,0.00658664,0.00016889
2003-07-22,0.00403015,-0.00273338,-0.00077699,0.00461378,0.00422164,0.00557244
2003-07-23,0.01225795,0.01183772,0.0092829,0.01044444,0.00525486,-0.00109152
2003-07-24,0.00864029,0.00193451,0.00074239,0.00007331,0.00439101,0
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2003-07-28,0.00482984,0.00099929,0.0043862,0.00402194,0.00799751,0.00513295
2003-07-29,0.00486203,0.00407312,-0.00036467,0.00036417,0.00257599,0.00334868
2003-07-30,-0.0147951,-0.00776691,-0.00731676,-0.0065526,-0.00102775,0.00333751
2003-07-31,-0.00324222,-0.0006572,-0.00038363,-0.00696226,-0.00128601,0.0029106
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2003-08-04,-0.00510414,-0.00125049,0.0172752,0.01131741,0.0039886,0.00274908
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2003-08-08,0.00110404,0.00098227,-0.00664757,-0.00576241,-0.00913574,0.00033597
2003-08-11,0.00746488,0.00608937,-0.0016181,0.00237777,0.00057625,-0.00293871
2003-08-12,-0.00077572,-0.00359694,-0.00740871,-0.00667161,-0.00544503,-0.00244211
2003-08-13,0.00340503,0.00742055,0.00479243,0.00567164,0.0075279,0.00523383
2003-08-14,-0.0030595,-0.00975193,-0.00494671,-0.00563966,-0.0041277,0.00058784
2003-08-15,0.00579268,0.0052662,0.0036523,0.00134328,-0.00262329,0
2003-08-18,0.00152233,-0.0001627,-0.01093188,-0.0064093,-0.00073645,0.00243391
2003-08-19,-0.01398674,-0.01412405,-0.00930316,-0.01065107,-0.01021268,-0.00887475
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2003-08-27,-0.00527442,-0.00570041,-0.00210546,0.00164706,0.00260728,0.00093777
2003-08-28,-0.00015698,0.00393135,-0.00143112,-0.00086133,0.00173367,-0.00093689
2003-08-29,0.00612655,0.00381514,0.00758496,0.0065047,-0.00383991,-0.00366581
2003-09-01,-0.00549469,0.00032185,-0.00441695,-0.0049054,-0.00651501,-0.00256695
2003-09-02,-0.01730326,-0.01254018,-0.01596556,-0.01752739,-0.0050276,-0.00403191
2003-09-03,0.00600501,0.00993696,0.00211205,0.00199108,0.00043939,-0.00043066
2003-09-04,0.00852761,0.01224712,0.01222529,0.01502265,0.01345045,0.00585954
2003-09-05,0.00731488,-0.00120844,0.01569623,0.0155834,0.0056338,-0.00077101
2003-09-08,0.00244983,-0.00152587,-0.00396681,-0.00300717,-0.0053329,-0.00094307
2003-09-09,0.01581959,0.00540863,0.00850749,0.01392111,0.00552396,0.00240281
2003-09-10,0.00001028,0.00346125,-0.0007576,0.00129672,0.0032854,0.00214023
2003-09-11,0.00373704,-0.00428972,-0.00020368,-0.00114268,0.00220099,0.00008543
2003-09-12,0.00562935,0.00757188,0.00576982,0.00999085,0.00787402,0.00213547
2003-09-15,0.00702607,0.00054507,0.00156914,0.00226535,-0.00021259,0.00127855
2003-09-16,-0.0066638,-0.00567364,-0.0108652,-0.02207489,-0.02019987,-0.00246872
2003-09-17,-0.00443239,-0.00484059,0.00197723,0.01101695,0.01448568,-0.00861922
2003-09-18,-0.00648524,-0.00533521,-0.0151082,-0.01203993,-0.00475961,-0.00723078
2003-09-19,-0.00012892,-0.00009264,0.00391548,0.00146548,0.0029554,-0.00875748
2003-09-22,-0.01169361,-0.01635906,-0.00789991,-0.00939618,-0.00926868,-0.02029391
2003-09-23,-0.00179488,-0.0077726,-0.00231192,-0.00108848,0.0016764,0.00071429
2003-09-24,-0.00238628,-0.00083146,-0.00282613,-0.00295766,-0.0020515,-0.00562099
2003-09-25,0.00509099,0.01070035,0.01257271,0.00624512,0.00622126,0.00583221
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2003-09-29,-0.00304847,-0.00797465,0.00330317,0.00171473,-0.00372088,-0.00804793
2003-09-30,0.00719926,0.00624389,0.00978644,0.00995954,0.002977,0.00423691
2003-10-01,0.00130129,-0.00437424,-0.00235221,-0.00208012,-0.00442526,-0.0067325
2003-10-02,-0.00018754,0.00599093,-0.0009011,-0.00077202,0.00205984,0.00054225
2003-10-03,-0.00769127,-0.00176309,-0.01302863,-0.00880785,-0.00238018,0.00225815
2003-10-06,0.00993551,0.00356354,0.01316626,0.01254969,0.00531396,-0.00009012
2003-10-07,-0.00134938,-0.00199417,-0.00612001,-0.00408006,-0.01472492,-0.00973411
2003-10-08,-0.0043347,-0.00537271,-0.00192624,-0.00054108,-0.00312038,-0.00245745
2003-10-09,-0.00309478,-0.00656245,-0.00629811,-0.00850735,-0.00054915,-0.00410584
2003-10-10,-0.00388569,0.00837796,-0.00056294,0.00039002,-0.00604396,-0.00503894
2003-10-13,0.00322284,0.00284297,-0.00662382,-0.00701754,0.00331675,0.00322284
2003-10-14,-0.00210312,-0.00270838,0.00441035,0.00219867,0.00297521,-0.00036714
2003-10-15,0.00605421,0.00373299,-0.00344407,-0.00094022,0.00302131,0.0053255
2003-10-16,0.00136153,0.01019197,-0.00020279,-0.00070583,0.00695547,0.00310531
2003-10-17,0.00099951,-0.00293049,0.00035861,0.00227594,-0.00195801,-0.00391514
2003-10-20,0.006768,0.00291972,0.00613221,0.00610759,0.00555858,0.00749543
2003-10-21,0.00480017,-0.0019381,-0.00690455,-0.00537007,-0.00623239,-0.0052622
2003-10-22,0.00233664,0.00296971,0.00728226,0.00665102,0.00567159,-0.00647574
2003-10-23,-0.00142318,0.00304242,0.00703912,0.0041197,0.0074291,0.00642615
2003-10-24,-0.00267392,-0.00188105,0.00017292,-0.00030965,-0.00134568,-0.00310134
2003-10-27,0.00035842,-0.0101001,-0.01324758,-0.01277683,-0.00781545,-0.00631348
2003-10-28,-0.00143952,-0.00102726,-0.00991368,-0.00729469,-0.00146675,-0.00285451
2003-10-29,-0.00278446,-0.00260544,-0.00174633,-0.00126422,0.00168652,-0.00009234
2003-10-30,0.00466803,0.00307379,0.00249017,0.00063291,0.00152075,0.0045253
2003-10-31,0.01647026,0.00851611,0.00472358,0.00672043,0.01090022,0.01158408
2003-11-03,-0.0027483,-0.00101585,-0.00443024,-0.00062829,-0.00112655,0.0098155
2003-11-04,-0.00733664,-0.01073886,-0.01333764,-0.00950884,-0.01009667,-0.01341013
2003-11-05,0.01357141,0.00195539,-0.0028513,-0.0023802,-0.00244141,0.0030104
2003-11-06,-0.00302062,-0.00256014,-0.0027718,0.00087482,-0.00005439,0.00291041
2003-11-07,-0.00373502,0.00231534,0.00236237,0.00182757,-0.00527575,-0.00906865
2003-11-10,0.0001944,0.0003669,-0.01419502,-0.01229378,-0.0097873,-0.00832799
2003-11-11,0.0021492,0.00353837,0.00840529,0.00481812,-0.00027609,0.0036914
2003-11-12,0.00405416,0.0068768,0.00893848,0.01110845,0.00508147,0.00027584
2003-11-13,-0.00269671,-0.00392561,0.00405438,0.00300348,0.00247294,-0.00560713
2003-11-14,0.00212819,0.00041801,0.00873361,0.00472813,0.00180901,0.00157145
2003-11-17,-0.00609683,-0.00238282,0.01014331,0.00486275,0.00897401,0.00535302
2003-11-18,0.00896997,0.00233763,0.01349089,0.00835155,-0.00233201,-0.00789498
2003-11-19,0.00844754,0.00688648,0.00140077,0.00557319,0.00831703,0.01138151
2003-11-20,-0.00172716,-0.00159398,0.00178148,-0.00238627,-0.00086258,-0.00365965
2003-11-21,0.00018632,-0.00102633,0.00097404,0.00054012,0.00021583,-0.00064279
2003-11-24,-0.0020363,-0.00727265,-0.01167912,-0.00670934,0.00107892,0.00560507
2003-11-25,0.00083115,0.00560811,0.00156333,0.00163043,0.00167053,0.00027412
2003-11-26,0.00318276,0.00306861,0.01441468,0.00837144,0.00398106,-0.00319722
2003-11-27,-0.00041654,-0.0026304,-0.00333923,-0.00138366,0.00230415,0.00027493
2003-11-28,0.00588859,0.01166378,0.0099114,0.01069972,0.00801925,0.00338983
2003-12-01,0.00418652,-0.00461717,-0.00402158,-0.00228484,-0.00132591,-0.00009131
2003-12-02,-0.00340109,-0.0045228,-0.00126208,0.00152672,-0.00270844,-0.0080358
2003-12-03,0.0024336,-0.00550606,-0.00443347,-0.00251524,-0.0053251,-0.00451072
2003-12-04,-0.00140182,-0.00958166,0.00001487,-0.00084053,-0.00289095,0.00009247
2003-12-05,-0.00227137,0.00135829,0.00665389,0.00152952,-0.00037584,-0.00443828
2003-12-08,0.00261359,0.00391075,0.00397173,0.00290165,0.00010742,-0.00185753
2003-12-09,-0.0011016,-0.01193597,-0.00089122,-0.00205573,0.00440387,-0.00325672
2003-12-10,0.00818926,0.01265334,0.00848823,0.00915541,0.00887606,0.01064227
2003-12-11,-0.00321797,-0.01167997,-0.00472146,-0.00332653,-0.001007,-0.00267874
2003-12-12,0.00205344,-0.00137282,0.00395966,0.00462717,-0.00175076,-0.00213022
2003-12-15,0.00013857,0.00183502,-0.00112744,-0.00030202,-0.00164753,-0.00120661
2003-12-16,-0.00170397,-0.01086477,0.00052304,0.0010574,0.00361991,-0.00130099
2003-12-17,-0.00655101,0.00028407,0.00357282,0.00528142,0.0059407,-0.00009305
2003-12-18,0.00619382,-0.00240628,0.00534793,0.00382768,0.00543106,0.00158198
2003-12-19,-0.00490148,-0.00403265,-0.00280816,-0.00224299,-0.00120621,0.00157949
2003-12-22,-0.00710638,0.00281474,-0.00337782,-0.00007493,-0.00414807,-0.00250464
2003-12-23,0.0025604,0.00751076,-0.00278249,-0.00247302,-0.00126542,-0.00111597
2003-12-24,0.00785717,0.00822517,0.00841433,0.00443242,0.00570162,-0.00055861
2003-12-25,-0.00113885,-0.00084756,-0.00006499,-0.00112191,-0.00052493,-0.00046577
2003-12-26,-0.00067385,0.00038212,-0.00518548,-0.00112317,-0.00157563,0
2003-12-29,-0.00116353,-0.00512098,0.00006211,0.00089955,-0.0026828,-0.00344828
2003-12-30,0.00858466,0.01415351,0.00646609,0.00591672,0.00432512,0.00130927
2003-12-31,0.0071688,0.00191831,0.00479823,0.00588191,0.00677485,0.00261511
2004-01-01,0.00046577,0.00201328,0.00086934,0.0003701,-0.0010433,0.00046577
2004-01-02,0.00394788,-0.00079158,-0.00264388,-0.00332963,0.00078329,-0.00465549
2004-01-05,0.00550684,-0.00308797,-0.00468053,-0.00200445,0.00078268,-0.00757717
2004-01-06,0.00341728,-0.00046059,0.00452612,0.0081827,0.00980188,0.0009426
2004-01-07,-0.00220665,-0.00441963,-0.00887097,-0.00907548,-0.00247831,0
2004-01-08,0.00780539,0.00718469,0.01100693,0.0091586,0.00688406,0
2004-01-09,0.0046238,0.00925951,0.00659775,0.00826385,0.0103326,0.00216593
2004-01-12,0.00266621,-0.00107676,-0.00333952,-0.00482986,0.00254401,0.00253712
2004-01-13,-0.00319217,-0.00077249,0,-0.00419148,-0.00669915,-0.00421783
2004-01-14,-0.00303178,-0.01395104,0,-0.00738443,-0.00526262,-0.00084714
2004-01-15,-0.0057444,-0.0034926,-0.00930353,-0.00550513,-0.00590683,0.00122468
2004-01-16,-0.00332421,0.00183714,-0.01220951,-0.01144524,-0.00842203,0.00555137
2004-01-19,-0.00781012,0.00132666,0.00283745,0.00317821,-0.00302225,0.00402358
2004-01-20,0.01508679,0.007618,0.01536913,0.01561439,0.01834527,-0.00158434
2004-01-21,0.0056068,-0.00820969,0.00459601,0.00341652,0.00415726,-0.0016802
2004-01-22,-0.00072467,-0.00497859,-0.0026553,-0.0019245,0.00015334,-0.00804114
2004-01-23,-0.00541527,-0.01463686,-0.00506237,-0.00704539,-0.00873876,0.00179093
2004-01-26,-0.00272098,0.00270974,-0.01066975,-0.00970946,-0.00659896,0.001035
2004-01-27,0.00488799,-0.00023883,0.00550315,0.0058828,0.00124552,-0.0076135
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2004-01-29,-0.01520721,-0.00380795,-0.00403702,-0.00740293,-0.00316226,0.00160696
2004-01-30,0.00129504,0.00298863,-0.0005541,0.00319635,0.0032243,-0.00198188
2004-02-02,-0.00939245,-0.01134084,-0.00521352,-0.00568958,-0.00508009,-0.00141844
2004-02-03,0.00875941,0.00102225,0.00951778,0.00976577,0.01099359,-0.00047348
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2004-02-05,0.0041567,0.00214804,0.00471294,0.00529821,0.00481242,0.00455235
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2004-02-09,0.02171338,0.00208531,-0.0002651,0.00134378,0.00790473,0.00208531
2004-02-10,0.00534313,-0.00295821,-0.00047624,-0.00022366,0.00555103,-0.00160802
2004-02-11,0.00784916,0.01038342,0.00090177,0.00663684,0.0070904,-0.00161061
2004-02-12,0,-0.00265413,0.00008118,-0.00088895,0.00165954,0
2004-02-13,0.0014258,0.00233647,-0.00354225,-0.00311411,-0.00165679,0.00066426
2004-02-16,0.00491226,0.00161538,0.00290643,0.00148754,0.00201157,0.00047416
2004-02-17,0.00859355,0.00526243,0.00706606,0.00772373,0.00938519,0.00151659
2004-02-18,-0.00153504,0.00011705,-0.00231418,-0.00213722,0.00198886,0.01126254
2004-02-19,0.00715575,0.00134627,0.00556463,0.00583456,0.00838626,0.0034628
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2004-02-26,0.00455286,0.00027656,-0.00019771,0.00124798,0.00024512,0.00559479
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2004-03-04,0.00962302,0.01355145,0.01048956,0.00961682,0.0055619,0.00908513
2004-03-05,0.02037878,0.01675594,0.02242076,0.0239238,0.02182824,0.00882326
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2004-03-09,0.00099485,-0.00070741,-0.00381669,-0.00522458,-0.01047095,0.00125911
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2004-03-11,-0.00857894,0.00374962,0.01256126,0.00766962,0.00340034,0.00162528
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2004-03-15,-0.0007908,-0.00216737,-0.00006676,-0.00235971,-0.00624625,-0.00567823
2004-03-16,-0.00730932,-0.01687344,-0.01576077,-0.01411782,-0.00879972,-0.01414068
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2004-03-18,-0.0114665,-0.00588645,-0.00042387,-0.00339495,-0.00503305,-0.01412742
2004-03-19,0.00745651,-0.00161712,-0.00816333,-0.00726722,-0.00076644,0.00018732
2004-03-22,0.00639812,-0.00170674,0.00813609,0.00411774,0.00807936,-0.00028093
2004-03-23,-0.00123377,-0.00050654,0.00001424,-0.00083536,0.00091306,0.00009367
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2004-03-25,-0.00869591,0.00924715,-0.00201716,0,-0.00858014,-0.0003769
2004-03-26,0.00858819,0.00684076,-0.00599635,-0.00271887,0.00161618,-0.00141389
2004-03-29,-0.00340807,0.0028067,-0.00426463,-0.00194734,-0.00192588,-0.00434208
2004-03-30,0.01013708,0.00257075,0.00454761,0.0035901,0.00584094,0.00142207
2004-03-31,0.00420282,-0.01479131,-0.00038481,-0.00132203,-0.00222948,-0.01192843
2004-04-01,-0.00168983,-0.00257434,-0.00395755,-0.00202461,0.00025982,-0.00584459
2004-04-02,-0.0069324,0.00224674,-0.01322377,-0.01014357,-0.00529898,0.00761372
2004-04-05,-0.00230237,0.00673603,-0.00618529,-0.00536024,-0.00240247,0.0045911
2004-04-06,0.01870301,0.00874163,0.01718658,0.01323506,0.01764306,0.00666476
2004-04-07,0.00103301,-0.0054349,0.00771415,-0.00117325,-0.00298385,-0.00406696
2004-04-08,0.003277,-0.00436847,0.00265596,0.00391543,0.00335397,0.00854701
2004-04-09,0.00480022,0.00131628,0.00360648,0.00390016,0.00282849,0.00282486
2004-04-12,-0.00502228,-0.01668354,-0.00995305,-0.01103341,-0.00589744,-0.00995305
2004-04-13,-0.00321045,0.01618196,-0.00077187,0.00125707,0.00134124,0.01223445
2004-04-14,-0.00917844,0.00988769,0.02052436,0.0210295,0.0036062,0.01958212
2004-04-15,0.0058147,-0.00237449,-0.00199828,-0.00215186,-0.00359324,-0.00422716
2004-04-16,-0.00365463,-0.00946433,-0.00581598,-0.00585336,-0.00273041,-0.0067368
2004-04-19,0.01029509,0.00986406,0.01009731,0.00976139,0.01322451,0.00799034
2004-04-20,-0.01490657,-0.0060848,-0.01416217,-0.01104803,-0.00912613,0.00285741
2004-04-21,0.00317991,0.00463913,0.0064185,0.00519783,-0.00108052,0.00634191
2004-04-22,0.00534712,0.00261326,0.00398657,0.00563402,-0.00108169,0.000548
2004-04-23,-0.0049638,-0.00610642,-0.00854188,-0.00828856,-0.00288764,-0.00346874
2004-04-26,0.00041099,0.00472483,0.00394857,-0.0006191,0.00511972,-0.00421361
2004-04-27,0.005712,0.00375414,0.01332767,0.01146043,0.00843795,0.0068071
2004-04-28,-0.01342915,-0.01122732,-0.00332792,-0.00352167,-0.00596939,0.00420283
2004-04-29,0.00059767,0.00266453,0.01265809,0.01129379,0.00123184,0.00018197
2004-04-30,0.00413637,0.0029575,0.00070896,0.00509003,0.00635669,0.00427545
2004-05-03,-0.00018116,-0.00076397,-0.0047911,-0.00385488,-0.00407519,-0.00018116
2004-05-04,0.00540171,-0.00465581,0.00821212,0.00637378,0.00537057,-0.00588875
2004-05-05,-0.00491317,-0.01282893,-0.00282103,-0.00278972,-0.00880138,-0.00966007
2004-05-06,-0.00547846,0.00817874,0.00191859,0.00219265,0.01165118,0.00993835
2004-05-07,-0.00197783,0.01807126,0.00992585,0.00709166,0.01785895,0.02250569
2004-05-10,-0.00063646,0.00812801,0.0157438,0.00913926,0.00692852,0.01301016
2004-05-11,-0.0042918,-0.00349236,-0.00609505,-0.00452825,-0.01712786,-0.00686137
2004-05-12,0.00050097,0.00049087,0.00537234,0.00484713,0.01082851,0.00265722
2004-05-13,0.00169043,0.00946956,0.00432146,0.00497217,0.0058296,0.01201413
2004-05-14,0.0013169,-0.00158954,0.00173428,0.0019938,-0.00465646,-0.00288059
2004-05-17,-0.00939764,-0.00363215,0.01572954,0.01238116,0.00592246,0.00131314
2004-05-18,0.00189654,0.00219005,-0.00708037,-0.00786198,-0.0026222,-0.0021857
2004-05-19,0.00360498,-0.00079946,-0.00672959,-0.0054296,-0.00193462,-0.01121528
2004-05-20,-0.00187612,0.00650338,-0.00627252,-0.00516415,-0.00347913,-0.00044307
2004-05-21,-0.0036212,-0.01010722,-0.00110192,-0.00111235,0.00124688,-0.00576241
2004-05-24,0.00563804,0.00644952,0.00739625,0.00586488,0.00627646,0.00534998
2004-05-25,0.00634422,-0.00907598,-0.00366791,-0.00103329,0.00242562,-0.00842572
2004-05-26,-0.00293448,0.00121421,0.00001395,0.00007388,0.00202469,-0.00053667
2004-05-27,0.0069107,0.0000648,0.01324741,0.0054669,0.00487901,-0.00796492
2004-05-28,-0.01071356,-0.00870675,-0.01053422,-0.00903747,-0.00789603,-0.00433018
2004-05-31,-0.00586879,-0.00769818,-0.01052759,-0.01164084,-0.00983736,-0.00878862
2004-06-01,0.00096951,0.00782558,0.01601304,0.01470368,0.01597604,0.01115174
2004-06-02,-0.02335116,0.00010701,-0.00598591,-0.00495342,-0.00727273,-0.00479118
2004-06-03,-0.0002191,0.0065844,0.0059683,0.00698417,0.01014751,0.00717595
2004-06-04,0.01061238,0.010799,0.0119242,0.00737844,0.00156809,0.00189394
2004-06-07,0.00316572,-0.01060066,-0.01231425,-0.01113308,-0.01286756,-0.01287245
2004-06-08,-0.0096965,-0.00010398,0.00055751,-0.00325902,-0.00277557,0.00063834
2004-06-09,-0.00710868,-0.00158574,-0.00746857,-0.01092368,0.00397614,0.00656156
2004-06-10,0.00114095,-0.01135925,-0.00194131,-0.00563486,-0.00247525,-0.0100498
2004-06-11,-0.00115111,0.0033966,-0.00445881,-0.00037779,-0.00620347,0.00649351
2004-06-14,0.00186238,0.00370641,0.01283195,0.01375661,0.00674157,0.01017719
2004-06-15,0.00184907,-0.01118932,-0.00948929,-0.00693409,-0.00505952,-0.01493209
2004-06-16,-0.01085877,-0.00036437,-0.01057388,-0.00803364,0.00314089,0.00511369
2004-06-17,-0.00847079,-0.00245775,0.00973866,0.00060551,0.0001988,-0.00427001
2004-06-18,-0.00077311,0.00042093,-0.00251517,-0.00113464,-0.00621118,-0.00729927
2004-06-21,0.00132034,-0.00159425,-0.00147877,-0.0028777,-0.00475,-0.00027574
2004-06-22,0.00035868,0.0102764,0.00093797,0.00417711,-0.00120573,0.00487267
2004-06-23,-0.00466885,-0.00859534,-0.00806897,-0.00733626,-0.00809818,-0.00640439
2004-06-24,0.0045021,-0.00105003,-0.00488921,-0.00533333,-0.00760649,-0.01243094
2004-06-25,0.0037296,0.0003826,-0.0014877,0.00229797,0.0038324,0.0037296
2004-06-28,0.00383229,0.00468492,0.00498176,0.0058846,0.005803,0.0029726
2004-06-29,-0.01208049,0.00577998,-0.01125676,-0.00562225,-0.00931221,0.00324164
2004-06-30,0.01517055,0.01226776,0.01788222,0.01398227,0.0109834,0.00526219
2004-07-01,0.00764051,-0.00372373,-0.00466531,-0.00761058,-0.00485093,-0.00633667
2004-07-02,0.01116974,0.00647795,0.01517597,0.0135915,0.00832741,0.00110906
2004-07-05,0.00472096,0.00533965,0.00215922,0.00292157,0.00478397,0.00655465
2004-07-06,0.00667663,0.00365272,0.00503994,0.00575142,0.01032426,0.003577
2004-07-07,0.00361963,-0.00631586,-0.00337655,-0.00408466,-0.00193462,-0.00886492
2004-07-08,-0.00199498,0.00747898,0.00608452,0.00521999,0.00109344,0.00313509
2004-07-09,-0.00007843,-0.00578811,-0.00336452,-0.00259644,0.00039718,-0.00450409
2004-07-12,0.00621955,-0.00100879,-0.00202283,-0.00133879,0.00143921,-0.00055402
2004-07-13,0.00116906,0.00535399,-0.00437044,-0.00148954,0.00069379,0.00489653
2004-07-14,0.00123818,0.00012995,0.00892992,0.00790632,0.00237706,0.0024823
2004-07-15,0.00432841,0.00415758,-0.00188739,0.0026641,0.0041994,0.00696992
2004-07-16,0.00314293,0.00233104,0.0025013,-0.00081187,0.0026075,-0.00947177
2004-07-19,-0.00460502,-0.00499695,-0.00887256,-0.00650022,-0.00809657,-0.00514895
2004-07-20,-0.00173858,0.0013,-0.00791439,-0.00394052,-0.0045513,0.00443623
2004-07-21,-0.00639255,0.0037359,0.00506227,0.00507576,0.00487029,0.01168568
2004-07-22,-0.00067199,0.00383867,0.00106658,-0.00126253,0.0007913,-0.00109141
2004-07-23,-0.00537663,-0.00172631,-0.0120012,-0.00996431,-0.00444752,0.00191205
2004-07-26,-0.0003635,-0.00727309,0.00272204,0.00307947,0.00516232,-0.0003635
2004-07-27,-0.00545762,0.00780323,-0.00130323,0.00187196,-0.00148148,0.00818182
2004-07-28,0.00649427,0.00986826,0.00760869,0.00710015,0.00667656,0.00721371
2004-07-29,0.00148004,0.00504019,-0.00072987,0.0019295,0.00039302,0.0042077
2004-07-30,-0.0020979,-0.01013059,-0.00784065,-0.00881416,-0.00471443,-0.00722118
2004-08-02,-0.00130111,-0.00514816,-0.00189085,-0.003288,-0.00039473,-0.00484914
2004-08-03,0.00269499,0.00801009,-0.00175093,0.00014995,-0.00291229,-0.0019852
2004-08-04,0.00096874,0.00604742,0.00530742,0.00337331,0.0039604,0.0045208
2004-08-05,0.00445434,0.00393736,0.00649279,0.0064251,0.00478304,0.00531053
2004-08-06,0.00257493,-0.00704748,0.00793175,0.00630985,-0.00230652,-0.01119169
2004-08-09,0.00631054,-0.00188334,-0.00013872,0.0018442,0.00147565,0.0015393
2004-08-10,0.00084456,0.00545443,-0.00002208,0.00331345,-0.00103143,0.00659976
2004-08-11,-0.0028247,-0.00955556,-0.00445802,-0.0060913,-0.00304833,-0.0042213
2004-08-12,0.00098958,-0.00492538,0.00514541,0.00317507,-0.00276175,-0.00027059
2004-08-13,0.00102143,0.01604366,0.01194909,0.00787575,0.00825874,-0.0013533
2004-08-16,0.00212883,0.00024979,-0.00320597,-0.00255605,-0.00166765,-0.00135514
2004-08-17,-0.00960376,-0.00388493,-0.0074615,-0.00534485,-0.01174216,-0.00434232
2004-08-18,-0.00594864,-0.00601149,-0.00656639,-0.00721384,-0.00889883,-0.00608759
2004-08-19,0.01295585,0.00640124,0.00163385,0.00252095,0.00446429,-0.00045708
2004-08-20,-0.00449337,-0.0015403,-0.00848348,-0.00606464,-0.00868914,-0.00146333
2004-08-23,-0.00766442,-0.0029414,-0.00888597,-0.00803631,-0.00005038,0.00512914
2004-08-24,-0.0147115,-0.00035843,-0.00370878,-0.00682619,-0.01007557,-0.00127574
2004-08-25,0.009301,0.00617344,0.0046235,0.00566465,0.00712468,0.00501825
2004-08-26,-0.01035028,-0.00812,-0.0055231,-0.00435599,-0.00646791,-0.00599183
2004-08-27,0.00074995,-0.00303637,-0.00603792,-0.00573282,-0.00203438,0.00146132
2004-08-30,-0.00467691,-0.00144462,0.00508798,0.00523481,0.00504536,0.00273598
2004-08-31,0.00214037,-0.00213148,0.00298111,0.00377358,-0.002079,-0.00682128
2004-09-01,0.00040946,0.00643058,0.00699968,0.00263158,-0.00279472,0.0018315
2004-09-02,-0.01107552,0.00604243,-0.00093385,-0.0015748,-0.00198726,0.00073126
2004-09-03,0.00274569,0.01098435,0.00486302,0.00270392,0.0033187,0.01059554
2004-09-06,-0.00080022,-0.0027491,-0.00530907,-0.00411985,-0.00157753,-0.00397686
2004-09-07,-0.00479299,0.00114305,-0.0050642,-0.00428733,-0.01116208,-0.00780399
2004-09-08,0.0027503,-0.00306431,0.00551677,0.00611875,0.00757693,-0.00027437
2004-09-09,-0.0077084,0.00695618,0.00198623,0.00540581,0.00266012,0.0048486
2004-09-10,0.01341005,-0.00440532,0.00268722,0.00380853,0.00418367,-0.00254916
2004-09-13,0.00059755,-0.00260822,0.00392496,0.00431483,0.00492836,0.00520263
2004-09-14,0.00497772,0.00094701,-0.00406271,-0.00481481,-0.00424693,-0.00390448
2004-09-15,-0.00685745,0.00022443,-0.00591409,-0.00461481,-0.00807312,0.0030082
2004-09-16,0.0024018,0.00118628,-0.00249457,-0.001346,0.00583538,-0.00390803
2004-09-17,0.00175825,-0.00221879,0.0024032,0.00262074,0.00356234,0.00319343
2004-09-20,0.00325587,0.00198037,-0.00277414,-0.00112024,-0.00486815,-0.0001819
2004-09-21,0.0034941,0.0043357,0.01333007,0.01121495,0.00489197,-0.00163741
2004-09-22,0.01054038,0.00906718,0.00151646,0.00184843,0.00481744,0.00710706
2004-09-23,0.01355266,0.00583425,0.00190864,0.00295203,0.00534948,0.00262372
2004-09-24,-0.00137182,0.00341973,-0.00144518,-0.000883,0.00256011,-0.00081213
2004-09-27,0.0033841,0.00775582,0.00633771,0.00751215,0.0082115,0.00577982
2004-09-28,0.00734379,0.00112367,0.00264249,0.00343567,0.00253278,0.00017958
2004-09-29,-0.00590894,-0.00525059,-0.00541163,-0.00451665,-0.01164116,-0.00493761
2004-09-30,0.0077513,0.00061611,0.00358745,0.00109769,-0.00105253,-0.00748827
2004-10-01,0.00110907,0.00226239,-0.00047774,0.00131579,-0.00441523,0.00345423
2004-10-04,0.00038286,-0.00316202,-0.00693961,-0.00547525,-0.00332611,0.00425763
2004-10-05,0.00393097,0.01069037,0.004733,0.00381707,0.0011124,0.00171387
2004-10-06,0.00277789,0.00396877,-0.001026,0.0002925,-0.00080812,0.00333183
2004-10-07,0.00303498,-0.00190586,0.00006808,-0.00087726,0.00161755,-0.00206426
2004-10-08,-0.0047823,-0.00886143,-0.00404023,-0.00621936,-0.00807469,-0.01546902
2004-10-11,-0.00476214,-0.00419912,-0.00340995,-0.0038286,-0.00076316,-0.00109619
2004-10-12,-0.00022244,0.00298524,-0.00012904,-0.00036955,-0.00010183,0.00402378
2004-10-13,-0.00629757,-0.00142049,0.00264359,0.00073937,0.00203687,-0.0005465
2004-10-14,0.00496289,0.00185327,0.00629382,0.00354636,0.00106718,-0.00109359
2004-10-15,-0.0027383,-0.00113405,0.00601561,0.00346021,-0.00045688,-0.00328437
2004-10-18,-0.00639009,-0.00312678,0.00208377,0.00256787,-0.00101574,0.00045767
2004-10-19,-0.00609202,-0.00908946,-0.00677053,-0.00680571,-0.0061515,-0.00814273
2004-10-20,0.00804539,0.00781097,0.00439877,0.00397878,0.00654765,-0.00156812
2004-10-21,-0.0016689,-0.00532711,-0.00405893,-0.00491707,-0.00167708,-0.00748337
2004-10-22,-0.00004369,0.00531772,0.00057645,0.00066377,-0.00320709,-0.00139626
2004-10-25,0.00497921,0.00632063,0.00961271,0.00692807,0.00388131,-0.00484713
2004-10-26,-0.00167324,-0.00430171,-0.00445882,-0.00387937,-0.00386631,-0.00046834
2004-10-27,-0.00325302,-0.00275702,-0.00649067,-0.00558454,-0.00500485,-0.00178053
2004-10-28,-0.00244086,-0.00056697,0.00312282,-0.00051725,-0.00307961,-0.00244086
2004-10-29,0.0011235,0.00054691,0.0022124,0.00125684,0.00164753,-0.00329381
2004-11-01,0.00325735,0.00352328,-0.00184672,0.00169829,0.00257003,0.00500425
2004-11-02,-0.00384329,-0.00494361,-0.00599151,-0.00574967,0.00087157,-0.00103345
2004-11-03,0.01340019,0.01348839,0.01107184,0.01015718,0.00604446,-0.00122261
2004-11-04,0.00136319,-0.00017417,0.00403905,0.00168807,-0.00458248,-0.0007533
2004-11-05,0.00310399,0.00387151,0.00477639,0.003517,0.00276215,-0.00452318
2004-11-08,-0.0082241,0.00317938,-0.00456151,-0.00459988,-0.00147929,-0.00075729
2004-11-09,0.00616651,-0.0034626,0.00061476,0.00066016,0.00270754,0.00179992
2004-11-10,0.01317292,0.01802357,0.01591878,0.01341446,0.00804972,0.01437352
2004-11-11,0.00065411,-0.00807334,-0.00118909,-0.0039783,-0.00646922,-0.00550014
2004-11-12,-0.00381425,-0.00666694,-0.0059918,-0.00522876,-0.00274697,-0.01106112
2004-11-15,0.00347305,-0.00864086,-0.00953505,-0.00489122,-0.00841665,-0.00132701
2004-11-16,-0.00106874,0.00612362,0.00332541,0.00227423,0.00462987,0.00009491
2004-11-17,-0.00147357,-0.0127324,-0.00210967,-0.00819792,-0.01121409,-0.01347632
2004-11-18,-0.00272239,-0.00798477,-0.0044432,-0.00295203,-0.0015536,0.002405
2004-11-19,-0.00400944,-0.00072264,-0.0032581,-0.00688379,-0.00757261,-0.01074856
2004-11-22,0.00017252,0.00773529,-0.00005138,0.00260863,0.00193373,0.00106713
2004-11-23,0.00609643,0.00140661,0.00606781,0.00520369,0.00714621,0.00174436
2004-11-24,-0.00353359,0.00161624,0.00543379,0.00199675,0.00243422,-0.00454677
2004-11-25,0.00418124,-0.00367594,0.00223992,0.00250941,0.00051666,-0.00291545
2004-11-26,-0.0033701,0.00157171,0.00130682,0.0030921,0.00438936,-0.00097466
2004-11-29,-0.00394755,-0.00352765,0.00016421,0.00212844,0.00159383,0.00341463
2004-11-30,-0.01433505,-0.00012444,0.00325601,0.00205068,0.00990709,0.00097229
2004-12-01,0.0012181,0.00042561,-0.00444741,-0.00043853,0.00879333,-0.0025255
2004-12-02,0.00490119,-0.00331641,-0.00360582,0.00116993,-0.00015116,0.00477164
2004-12-03,-0.00363855,-0.01085389,0.00704428,0.00314052,-0.0007559,-0.01027331
2004-12-06,0.00051362,0.00455584,0.00201472,0.00713506,0.00927934,0.01086957
2004-12-07,-0.00110135,-0.0086598,-0.00250723,-0.00130124,0.00034977,-0.00329362
2004-12-08,-0.01140696,0.00211948,0.00537145,0.00506696,0.00549451,0.01224609
2004-12-09,0.00214432,0.002335,0.00349016,0.00360101,0.00099354,0.00480077
2004-12-10,0.00057345,0.0025088,-0.00378046,-0.00107643,0.00009926,0.00496894
2004-12-13,0.00554339,-0.00644274,0.00190451,0.00172414,0.00084359,-0.00465912
2004-12-14,0.00493183,0.00216106,0.00672237,0.00666954,0.00917249,0.00811998
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2004-12-17,0.00605373,0.00265487,-0.00266163,0.00057695,0.00188035,-0.0034361
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2004-12-21,0.00615181,0.00308271,-0.00078325,0.00129199,-0.00652045,0.00365385
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2004-12-24,0.00433883,0.00283196,0.00112888,0.00214362,0.00140506,-0.00009649
2004-12-27,0.00535269,0.00321037,0.00137213,0.00142602,-0.00030066,-0.00511435
2004-12-28,0.00205324,0.00166631,-0.00012369,-0.00128159,-0.00325815,-0.00038797
2004-12-29,0.00000679,0.01039314,0.00752904,0.00648749,0.00080463,0.00815059
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2004-12-31,-0.00064198,-0.00377782,-0.00940681,-0.0113127,-0.00933401,-0.00485437
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2005-01-17,0.00018596,0.00096168,0.00001832,-0.00127226,-0.0037243,0.00137336
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2005-01-19,0.01139251,0.0026393,0.00448412,0.00345319,0.00701828,0.00567015
2005-01-20,0.00517917,0.00006749,0.00248807,0.00246877,0.00748947,0.00544376
2005-01-21,0.00676183,0.0042466,-0.00187983,0.00149254,-0.00314904,-0.00657449
2005-01-24,-0.00084349,-0.0037474,-0.00012946,-0.00134128,-0.00046608,-0.00097324
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2005-01-27,0.00449724,-0.00324479,0.00070476,-0.00170851,0.00428254,0.0008737
2005-01-28,0.00035738,0.00206886,0.00227032,0.00357169,0.00287711,0.00320078
2005-01-31,0.00371336,0.00194961,-0.00100201,0.00133462,-0.00056352,0.00203036
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2005-02-07,0.00658409,0.00180519,-0.00189971,-0.00067189,-0.00158934,0.0075
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2005-02-10,0.01727497,0.00790068,0.00878138,0.0067987,0.00554538,0
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2005-02-16,0.00516207,0.00383276,0.01137954,0.01000441,0.00368948,0.00823518
2005-02-17,0.00629856,0.00896819,0.00505185,0.00473416,0.00674757,0.00284927
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2005-03-03,0.00435559,0.00203949,-0.0009186,0.00305277,0.00174651,0.00486874
2005-03-04,0.00427087,0.0040204,0.00435732,0.00398551,0.00348692,-0.00551017
2005-03-07,0.00681138,0.00663014,-0.00116371,0.00259834,-0.00039712,0.00515858
2005-03-08,0.00363866,0.00846669,0.00802371,0.0059031,0.00273129,-0.00465691
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2005-03-11,0.0007839,-0.00324269,-0.00015641,0.00014308,-0.00009994,-0.00249736
2005-03-14,0.00409281,0.00925156,0.00248864,0.00350501,0.00389805,0.0105922
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2005-03-16,0.00071981,-0.00115775,0.006621,0.00409571,0.00365256,-0.0030622
2005-03-17,0.00213422,0.00561842,0.00038772,0.00085874,0.00299118,0.00403148
2005-03-18,0.00434114,0.00026909,-0.00518489,-0.003289,-0.00104379,0.00143403
2005-03-21,-0.00799114,-0.00239085,-0.00732004,-0.00674319,-0.00736392,0.00324582
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2005-03-24,0.00643168,0.0039241,0.00165044,0.00072669,0.0039899,0.00499764
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2005-03-28,0.00326998,0.0044827,0.00335888,0.00224931,0.00608713,0.00770749
2005-03-29,0.00626645,0.01014424,0.00543402,0.00615362,0.00835042,0.00326462
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2005-04-01,0.00094592,-0.00206544,-0.00279062,-0.00071979,-0.00133241,0.00354511
2005-04-04,0.0036156,0.002109,0.00206641,0.00208889,0.00326135,0.0062285
2005-04-05,0.00024661,0.00038671,0.00214358,0.00014376,0.00177314,-0.00092387
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2005-04-07,0.00311623,-0.00028642,-0.00186908,-0.00128709,-0.00553244,0.00036832
2005-04-08,0.00446802,-0.00741187,0.0044598,0.00221952,0.0049232,-0.00294551
2005-04-11,-0.00128986,-0.01205677,-0.00086992,-0.00107158,-0.00220459,-0.00553914
2005-04-12,-0.00010841,-0.00109551,-0.00464528,-0.00429092,0.0002455,0.0002785
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2005-04-19,-0.00124367,0.00127484,-0.00025141,-0.00292899,0.00141733,-0.00706845
2005-04-20,0.00619666,-0.00094575,0.00151334,0.00157627,0.00068326,0.00074934
2005-04-21,0.00005827,0.00147964,-0.00311068,-0.00207454,-0.00555989,0.0001872
2005-04-22,0.00048012,-0.00420224,-0.00606743,-0.00681004,-0.00416871,-0.00758001
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2005-04-28,0.00736155,0.00139376,0.00157464,0,0.00397022,0.00283554
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2005-05-02,0.00015132,0.00471859,-0.00012131,0.00037051,-0.00579855,0.00104912
2005-05-03,-0.00665433,0.00184637,0.0000458,0.0017037,-0.00115642,0.00104802
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2005-05-09,0.00176423,0.00755446,0.00569211,0.0061655,0.00131002,0.00552539
2005-05-10,0.00517105,0.00183453,0.00429223,0.00346992,0.00005032,0.00037897
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2005-05-16,-0.01137133,-0.00840498,-0.00212095,-0.00147721,-0.01022258,-0.00456493
2005-05-17,0.00577724,0.01031295,0.00322116,0.00229307,0.00330705,0.00617688
2005-05-18,0.00241746,-0.00259087,-0.00001913,-0.000369,-0.0030426,-0.00613896
2005-05-19,0.00216534,0.00788511,0.00371174,0.00391288,0.0043235,0.0069256
2005-05-20,0.00170391,-0.00053661,-0.00491631,-0.00161788,0.00005065,0.00501905
2005-05-23,0.00051489,0.00162472,-0.00227953,-0.00294638,-0.00319052,-0.00462406
2005-05-24,0.00435499,-0.00328088,0.00048699,-0.00036939,-0.00187979,-0.00130075
2005-05-25,-0.00014576,-0.00050365,0.00358685,0.00317789,0.00427568,0.00195367
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2005-05-27,0.00489555,0.01022571,0.00417917,0.0054038,0.00106827,-0.00037051
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2005-05-31,-0.0016409,0.00693887,-0.00255295,-0.00809807,0.0019304,0.00509495
2005-06-01,-0.00835346,0.0065355,-0.00338809,-0.00621676,-0.00273792,0.00211982
2005-06-02,0.00372049,-0.00442031,-0.00092011,0.00165812,-0.0008643,-0.0050584
2005-06-03,-0.0007256,-0.00195519,-0.0061766,-0.00835214,-0.00508854,-0.00323535
2005-06-06,0.00243842,-0.00845165,-0.00408458,-0.00470445,-0.00332447,-0.00908838
2005-06-07,0.00322958,-0.0024064,-0.00144576,-0.00182969,0.00374609,-0.00224614
2005-06-08,-0.00077562,0.00080561,-0.00078443,0.00168029,0.00035787,0.00562799
2005-06-09,0.00555309,-0.00232,0.00150671,0.00083873,-0.00071549,0.00214532
2005-06-10,0.00323385,0.01659626,0.00033156,0.00251409,0.00634174,0.01061057
2005-06-13,0.00799502,0.00335694,0.00603959,0.00767536,0.00543782,0.00865721
2005-06-14,0.00328753,0.00211881,-0.00529366,-0.00701357,-0.00070764,-0.00091308
2005-06-15,0.00569946,0.01125938,0.00401299,0.00577201,0.00753667,-0.00109669
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2005-06-17,0.00378932,0.00220527,0.00875359,0.01206373,0.00095694,-0.00266177
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2005-06-22,0.00315157,0.0032103,0.00073559,0.00060698,0.00141486,0.00508318
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2005-06-27,0.00254698,0.0026758,0.00539806,0.00613497,0.00381871,0.00137426
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2005-07-08,0.00273921,0.00861375,-0.00025016,0.00209158,-0.00393822,0.00098144
2005-07-11,0.00436203,0.00012451,0.00587143,0.00626165,0.00924262,-0.00356538
2005-07-12,0.00495401,0.00101034,0.00513565,0.00496333,0.00254388,-0.00805081
2005-07-13,0.00170098,0.00814897,-0.00374259,-0.00117942,-0.00126871,0.01091171
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2005-07-22,0.00660828,0.0059746,-0.00114993,-0.000819,-0.00093052,0.00779268
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2005-08-04,0.00273133,0.00349764,0.00473224,0.00547485,0.00303767,0.00234192
2005-08-05,0.00022364,0.00483634,0.00243677,0.00413823,0.00504745,0.00673976
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2005-08-11,0.00273074,0.00026715,0.00082735,-0.00116822,0.00040284,-0.0084064
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2005-08-23,0.0026447,0.0057013,0.00055483,0.0014912,0.0016205,0.00118505
2005-08-24,0.00374354,0.00751501,0.00690693,0.00550923,0.00283129,0.00254939
2005-08-25,0.00337024,-0.00173958,0.00636386,0.00177699,0.00025208,-0.00190718
2005-08-26,-0.0038139,-0.00444417,-0.0001158,0.00059128,0.00030242,0.00291174
2005-08-29,0.00035556,0.00347601,-0.00268608,-0.00073866,0.00110854,0.00381056
2005-08-30,-0.00049495,0.01270351,0.00388293,0.00502661,0.00010066,0.00578453
2005-08-31,0.00212631,-0.003603,0.0068979,0.00397176,0.00402617,-0.00611071
2005-09-01,0.0036505,-0.00261309,0.00789921,0.00527473,0.00927318,-0.00714286
2005-09-02,0.00227367,-0.00428265,0.00412342,0.00349803,0.00496648,-0.00100173
2005-09-05,-0.00149844,-0.00702875,-0.00854266,-0.00653595,-0.00518903,-0.0041021
2005-09-06,0.00431483,0.00485526,0.00031313,-0.00073099,0.00298063,0.002746
2005-09-07,0.00445314,0.00534793,0.00108601,0.0012436,0.002526,0.00602465
2005-09-08,0.0100683,0.00929186,0.00141292,0.00116899,0.00251964,0.00326649
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2005-09-12,-0.00136395,-0.00387516,-0.00813344,-0.00828203,-0.00663695,0.00382444
2005-09-13,0.00189398,0.00882109,0.00157157,0.00310398,0.0055345,0.00371916
2005-09-14,0.00080503,-0.00269359,0.00025491,-0.00162086,-0.00238013,-0.00244013
2005-09-15,-0.00317455,-0.00099901,-0.00399773,-0.00191868,-0.00656096,0.00280848
2005-09-16,0.00741527,0.01101059,0.00496463,0.00805915,0.00760494,0.00623363
2005-09-19,0.00003365,0.01093305,-0.00558496,-0.00660114,-0.00139034,0.00107739
2005-09-20,0.00516616,0.00239766,0.00095677,0.00228884,0.0012431,0.0038565
2005-09-21,-0.00237981,-0.00587039,0.00175636,0.00095764,-0.00009932,-0.00536049
2005-09-22,-0.00632138,0.00323774,-0.00271452,-0.00139829,-0.00645674,0.00332345
2005-09-23,-0.00020056,0.0055795,-0.00316015,-0.00184243,-0.00129974,0.00626679
2005-09-26,-0.00348698,-0.00167171,0.00030339,0.00014767,-0.00085094,-0.00124555
2005-09-27,-0.00004324,-0.00441391,-0.00477284,0.00450317,0.00235459,0.00008908
2005-09-28,0.01223929,0.01006931,0.00931807,0.00022047,-0.00114954,0.00783825
2005-09-29,-0.00066779,0.00123175,-0.00132567,-0.00036738,-0.00350263,-0.00132567
2005-09-30,0.00945837,0.01379439,0.00455514,0.00330761,0.00537283,0.00548673
2005-10-03,0.00461971,0.00198246,-0.00140368,-0.0040293,0.00089901,0.00422461
2005-10-04,0.00157717,-0.00551736,0.00169917,0.00147113,0.00259481,0.00131464
2005-10-05,-0.00982073,-0.01059517,0.0034655,0.00146897,0.00014931,-0.00131291
2005-10-06,-0.00565965,-0.00647178,0.01247697,0.01122112,0.00248818,-0.00815074
2005-10-07,0.00238467,0.01112956,-0.00119988,0.00072527,-0.00471581,0.00556685
2005-10-10,0.00736348,0.00215805,-0.00122314,-0.00188433,-0.00049875,0.00377856
2005-10-11,-0.00548414,0.00238025,-0.00207378,-0.00304967,-0.00239521,0.00297645
2005-10-12,0.00161933,0.00464493,0.00139602,0.00160233,0.00215086,-0.00209479
2005-10-13,-0.00378131,-0.00933998,-0.00009669,0.00203607,0.00424258,0.00192425
2005-10-14,-0.00329821,-0.00673585,0.00023275,0,0.00298211,-0.00488869
2005-10-17,0.00369982,0.01061915,0.00116214,0.0032656,-0.00158573,0.00771998
2005-10-18,0.00664018,0.0087637,0.00010701,0.000434,0.00481437,0.00731261
2005-10-19,-0.00227234,0.00113368,0.0002159,-0.00093992,0.00469252,-0.00293838
2005-10-20,0.00440587,-0.00203787,0.00605496,0.00311188,0.00599803,0
2005-10-21,-0.000614,-0.00277288,0.00218221,-0.00043287,0.00087968,0.00459392
2005-10-24,-0.00145389,-0.00412278,-0.00082041,-0.00166005,-0.00336914,-0.00345125
2005-10-25,0.00422394,0.00427953,0.00408277,0.0055668,0.00470335,-0.00519481
2005-10-26,0.00467801,0.0136094,0.00281996,0.00503271,0.0028283,0.00800696
2005-10-27,0.00076883,-0.0053209,0.00392822,0.00271836,0.00150742,-0.00319461
2005-10-28,-0.00844307,-0.00303596,-0.00384658,-0.0044232,-0.00427267,0.0014725
2005-10-31,0.00371654,0.00197467,-0.00008205,-0.00007166,0.00443729,0.00640028
2005-11-01,-0.00229556,0.00734949,0.00165363,0.00336821,-0.00092237,0.00266415
2005-11-02,-0.00103781,-0.00015997,0.01027795,0.0069995,0.00801749,0.00111425
2005-11-03,-0.00143912,0.00087682,-0.00713934,-0.00716363,0.00048204,0.00342466
2005-11-04,0.0013662,0.0067435,-0.00217206,-0.0012859,-0.00240906,0.00887372
2005-11-07,-0.00578466,-0.00851611,-0.00508224,-0.00672389,-0.00927312,-0.00592016
2005-11-08,-0.00015594,-0.00120518,-0.00627462,-0.00489702,-0.00336372,-0.00246725
2005-11-09,0.00402372,0.00331894,0.00315383,0.00123028,0.00225005,0.00238806
2005-11-10,-0.00332268,0.00113379,0.00091679,-0.00166245,0.00429478,0.00527525
2005-11-11,0.00095633,-0.0032858,-0.00071328,-0.0000724,-0.00184663,-0.0017774
2005-11-14,0.00084921,0.00518103,0.00352251,0.00506842,0.00462512,0.00703748
2005-11-15,0.00853357,0.00134772,0.00151553,0.00331388,-0.00096923,0.00151553
2005-11-16,-0.00037836,0.0021006,-0.00297551,-0.00093344,-0.00776134,0.00126103
2005-11-17,0.00015058,0.00151218,0.00123956,0.00229984,-0.00190662,-0.00352645
2005-11-18,0.00248802,0.00075523,0.0055028,0.00516277,0.0023511,0.00412875
2005-11-21,0.00179726,0.00431258,-0.00526568,-0.00513625,-0.00166145,-0.00201393
2005-11-22,0.00223012,0.00758944,0.00610462,0.00666858,0.00151738,-0.00075675
2005-11-23,-0.00065873,0.00085649,-0.0030667,-0.00149583,-0.00048873,-0.00025244
2005-11-24,0.00152376,0.00127897,-0.00104767,-0.00128406,0.00083126,0.00016834
2005-11-25,0.00203723,0.00829049,0.00380228,0.00121429,0.0018077,0.00639569
2005-11-28,0.00164655,-0.00700494,0.00428853,0.00470857,0.00229212,-0.00819467
2005-11-29,0.00122607,0.00680173,0.00056091,0.00071008,0.00048657,0.00800944
2005-11-30,0.00399199,0.00475659,0.00033829,0.00241255,0.00719774,0.002091
2005-12-01,0.00987115,0.00649291,0.00510026,0.00212359,0.00820859,0.0070111
2005-12-02,0.00925901,0.00337825,-0.00073188,-0.00247228,0.00119732,-0.00058019
2005-12-05,0.0056539,0.00537006,0.01018704,0.00878063,0.0068883,0.00190745
2005-12-06,0.00307709,0.00044319,0.00105384,0,-0.00042757,-0.00024832
2005-12-07,-0.00702561,-0.00021044,-0.0032941,-0.00315878,-0.00095057,0.00281504
2005-12-08,-0.00284727,-0.00575427,0.00333984,0.00112668,0.00394862,-0.00643989
2005-12-09,0.003798,0.00405892,0.0011719,0.00288387,0.00293797,0.00232674
2005-12-12,-0.0010587,-0.00179218,0.00134873,0.00371721,0.00486652,-0.00688111
2005-12-13,0.00080509,0.00220609,0.00032852,0.00209629,-0.00206884,0.00133567
2005-12-14,-0.02098114,-0.02269356,-0.01336215,-0.01799038,-0.01950622,-0.02175907
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2005-12-16,-0.01025464,-0.00575846,-0.00609997,-0.00186755,-0.00248042,-0.00532921
2005-12-19,-0.00153903,-0.00666766,0.00103223,0.00237478,-0.00312043,0.00250605
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2005-12-21,0.00116147,0.00599834,-0.002634,-0.0012239,-0.00540251,0.00102494
2005-12-22,-0.00847904,-0.00341183,-0.00426655,-0.00209039,-0.00890629,-0.0056314
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2005-12-29,0.00671607,0.0027357,0.00372215,0.00078887,0.00499629,0.00135973
2005-12-30,0.00129155,0.00093246,0.00063766,0.00057327,-0.00201811,0.00101842
2006-01-02,0,0,0,0,0,0
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2006-02-09,0.00322614,0.00621029,0.00289277,0.00444727,0.00164817,0.00227637
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2006-02-16,0.00033655,-0.00162157,-0.00124627,-0.0002141,-0.00160819,-0.00101764
2006-02-17,0.00280023,0.00912723,0.00324115,0.00599615,0.0042466,0.00415959
2006-02-20,0.00370912,0.00289491,0.0030618,0.00191584,0.00247886,-0.00076084
2006-02-21,0.00151965,0.00510565,0.00346236,0.00141643,0.00460606,0.00423012
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2006-03-03,0.00015035,0.00162933,0.00482824,0.00480356,0.00501845,0.00552534
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2007-10-26,0.01197321,0.00586195,0.00278058,0.00612295,0.00188074,0.00149044
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2007-12-05,0.00514741,0.00879242,0.00041928,-0.00135585,-0.00641423,0.00919017
2007-12-06,0.01300124,0.00005722,0.00219987,0.0061096,0,0.00468849
2007-12-07,0.00251279,0.01758292,0.00384485,0.00410967,0.01028449,0.00251279
2007-12-10,0.00752696,-0.003325,0.00017259,0.0033598,0.00687467,-0.00044759
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2007-12-12,0.02398223,0.01323512,0.01113769,0.01727329,0.0194684,0.01283558
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2007-12-19,0.00067432,0.002236,-0.00215657,-0.00122542,-0.00797861,0.00044131
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2007-12-26,0.00438977,0.0053859,0.00757927,0.00827754,0.00469525,0.00140154
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2008-01-30,0.0025429,0.00109149,0.00329952,0.00151831,-0.00455741,-0.00551505
2008-01-31,0.00296875,-0.00675213,0.00260474,0.00101068,0.0000472,0.00084594
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2009-12-31,0.01402485,0.01366135,0.00868673,0.00581044,0.01319421,0.00703235
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2010-09-01,0.02720132,0.01976045,0.00458854,0.01549296,0.0129588,0.00607432
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2010-09-03,0.00650476,0.0149871,-0.001275,0.00740947,0.00547459,0.00178042
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2010-09-10,0.00573675,0.00132457,-0.00097228,0.00337743,-0.00270124,0.00345691
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2010-10-05,0.00234798,0.00289944,0.00265594,0.00823622,0.00113619,-0.00239808
2010-10-06,0.00234285,0.00290339,0.00313573,0.00391066,-0.00370735,-0.00360577
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2010-11-01,0.00658082,0.00304001,-0.00710808,-0.00071473,0.00178336,0.00136697
2010-11-02,0.01618945,0.00947555,0.01473675,0.01180152,0.0005418,0.001241
2010-11-03,0.01207012,0.00953108,0.01381873,0.01281258,0.0098244,0.0053297
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2010-11-17,0.00155362,-0.00193078,0.00354581,0,0.00068027,0.00012005
2010-11-18,0.01252786,0.00512691,-0.00144157,0.01056651,0.0114057,0.00228064
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2010-11-24,0.01366455,0.01681881,0.00559502,0.00170879,0.00487991,0.00529228
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2010-12-01,0.01510436,0.01520284,0.00639712,0.01673563,0.00982726,0.0060961
2010-12-02,0.00311913,0.00904387,0.00667623,0.00316542,-0.00539801,-0.00356422
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2011-02-04,0.00500094,0.00963381,-0.00209214,0.00359518,0.00409836,0.00698358
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2011-02-17,0.00427378,-0.00316603,0.00650187,-0.00035283,0.00118924,-0.00346973
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2011-05-17,0.01021841,0.00848643,0.01064413,0.01074048,0.01008789,0.00755418
2011-05-18,0.00356441,0.00532142,0.0024258,0.00406048,-0.00181584,0.00356441
2011-05-19,0.00298672,0.00086225,-0.00080772,0.00361384,0.00204654,-0.00171464
2011-05-20,0.00263477,-0.00227575,0.00453499,-0.00771605,0.00385779,0.00122684
2011-05-23,-0.01219079,-0.00148446,-0.00186112,-0.00527043,-0.00572677,0.00416616
2011-05-24,0.00508392,0.00037005,0.00441973,0.00451663,0.00530504,-0.00024405
2011-05-25,-0.00169005,0.00048822,0.0081737,-0.00138348,0.00618168,0.00048822
2011-05-26,0.00090977,-0.0091867,-0.00045854,-0.00441597,-0.00104892,-0.00756374
2011-05-27,-0.00193939,-0.00523122,0.0100661,0.00504436,-0.00060002,-0.00614628
2011-05-30,0.00148826,0.00162551,0.00123067,0.00008654,0.00007505,0.00111317
2011-05-31,0.00504688,0.01500809,0.00570525,0.01401748,0.00555305,0.00617742
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2011-06-02,0.00440378,-0.00086473,0.00020348,0.00895625,0.00007559,-0.00086473
2011-06-03,-0.00329792,-0.00955926,0.00004167,0.00170707,-0.00302343,-0.0080366
2011-06-06,-0.00323394,-0.0046987,-0.00365415,-0.00570893,-0.00735406,-0.00174498
2011-06-07,-0.0002229,0.00490325,-0.000173,0.00711286,0.00488811,-0.0012486
2011-06-08,-0.01134093,-0.00698199,-0.00209163,-0.00936011,-0.0044843,-0.00137517
2011-06-09,0.00687031,0.01211467,-0.00025805,0.00085896,0.0032066,0.00488232
2011-06-10,-0.00789771,-0.00501279,-0.00201828,-0.0120151,-0.00829528,0
2011-06-13,0.00348674,0.0001867,0.00531867,0.0038221,0.00775075,-0.0012458
2011-06-14,0.00986705,0.01069832,-0.0067276,0.00588439,0.0027414,0.00324311
2011-06-15,-0.00416297,-0.00348969,-0.00249793,-0.01290434,-0.00592345,0.00658958
2011-06-16,-0.00606463,-0.00856798,0.00051754,-0.0035733,-0.00565317,-0.00370553
2011-06-17,-0.00124975,-0.00483057,-0.006978,0.0002624,-0.00622311,-0.00756261
2011-06-20,-0.00115527,0.00306676,0.00485307,0.00332284,0.00487051,0.00224859
2011-06-21,0.00221814,0.00670726,0.00589418,0.0061879,0.00138483,-0.00099713
2011-06-22,-0.00024292,0.00191497,0.0041513,-0.00121265,-0.00845114,0.00212102
2011-06-23,-0.00317806,-0.0035681,0.00430462,-0.00520336,-0.00193708,0.00298805
2011-06-24,-0.00250587,-0.00965958,-0.00064992,-0.00601517,-0.00240665,-0.00136544
2011-06-27,-0.0003063,0.00605823,0.0072695,0.01298018,0.00575875,0.00534493
2011-06-28,0.01244225,0.00729856,0.00731234,0.00831169,0.00340452,0.00321464
2011-06-29,0.00966999,0.00874523,-0.00655774,0.00163146,0.00123381,-0.00357407
2011-06-30,0.00077059,0.0027369,-0.01024611,0.00197171,-0.00408195,-0.00408163
2011-07-01,0.00890432,0.00908381,-0.00585363,0.00453457,0.00479468,0.00384998
2011-07-04,-0.00497622,-0.0016596,0.00020677,0,0,-0.00061858
2011-07-05,-0.00092428,0.00048938,0.01132767,-0.00442892,0.00169322,0.00309483
2011-07-06,-0.00213865,-0.0041113,0.00007888,-0.00975276,-0.00560891,-0.0011107
2011-07-07,0.01194973,0.01032872,-0.00225355,0.00682505,0.00169989,0.00321226
2011-07-08,-0.00910939,-0.00906738,0.00164525,-0.01398661,-0.0023141,-0.00689655
2011-07-11,-0.01434598,-0.01266485,-0.00231416,-0.02062484,-0.01291171,-0.00434028
2011-07-12,-0.01542252,-0.00757981,-0.00548412,-0.01439488,-0.01033916,-0.01096027
2011-07-13,0.00712802,0.00008914,0.01000708,0.00658132,0.00617333,-0.00591865
2011-07-14,0.00079136,0.00182513,0.00376504,0.00214957,0.00479824,0.00266025
2011-07-15,-0.00673295,0.0054578,0.00390209,-0.00035749,-0.00172225,-0.00113708
2011-07-18,-0.0055738,-0.00571598,-0.00673903,-0.00357622,-0.00595985,-0.00050594
2011-07-19,0.01378448,0.01111137,-0.00563046,0.00439659,0.00702114,0.00215135
2011-07-20,-0.00351523,-0.0017763,0.00002505,0.00089334,-0.00282021,-0.00555626
2011-07-21,0.00501459,-0.00131965,0.0002326,0.00687255,0.00471365,-0.00342857
2011-07-22,0.00078969,-0.00504198,-0.00236848,-0.0015956,-0.00054735,-0.00114679
2011-07-25,-0.00232335,0.00229409,0.01435298,-0.00106544,-0.00195588,-0.00140324
2011-07-26,0.00544468,-0.00183131,0.00037602,0.00479957,0.00258682,-0.00447113
2011-07-27,0.00715101,-0.00540853,0.00002778,-0.00849182,-0.00422205,0.00102656
2011-07-28,-0.00637116,-0.00561497,-0.00357754,-0.00749398,-0.00235553,-0.00320472
2011-07-29,-0.0098375,-0.0143294,0.00716562,-0.00503371,-0.00487958,-0.01028807
2011-08-01,0.00047596,0.00178939,0.0089936,-0.00587226,-0.00529896,0.00220894
2011-08-02,-0.01480655,-0.00463229,0.02300376,-0.0041803,-0.00047706,-0.00077791
2011-08-03,-0.00717092,-0.00386788,-0.00610669,0.00593174,0.00532973,-0.00116777
2011-08-04,0.0012618,0.00919238,0.02771927,0.01261,0.01630005,0.02598077
2011-08-05,-0.0094565,-0.00739494,-0.00501536,0.00286687,-0.00124572,-0.0070904
2011-08-08,-0.03265451,-0.02304804,0.00447462,-0.01402537,-0.00982226,-0.00956389
2011-08-09,-0.00017026,0.00242806,0.04002196,-0.00172148,-0.01519446,-0.01081499
2011-08-10,-0.00951768,-0.01384915,-0.01307282,-0.01034671,-0.00911344,0.00026031
2011-08-11,0.01218789,0.00695638,-0.04501524,0.0038518,0.00661557,0.00026025
2011-08-12,-0.00190913,-0.00517782,-0.01943752,-0.00036543,0.00184339,-0.00104072
2011-08-15,0.01502002,0.00992342,-0.01019485,0.01380004,0.00672,0.00013023
2011-08-16,-0.00249452,-0.00098505,-0.01198862,-0.00297485,0.00452956,-0.00078125
2011-08-17,0.00300633,-0.00344543,0.00241507,-0.00144665,0.00126572,-0.00364868
2011-08-18,-0.01527408,-0.00856067,-0.00488377,-0.00742485,-0.00213321,0.0010463
2011-08-19,0.00188508,0.00089294,0.00824586,0.00437876,-0.00190024,-0.0005226
2011-08-22,0.00516224,0.00252874,-0.00130702,0.00190736,0.00277646,0.00313725
2011-08-23,0.00790557,-0.0002046,-0.00242747,0.00380745,0.00110751,-0.00091217
2011-08-24,-0.00040979,0.0058019,-0.00062609,0.00261898,-0.00347689,0.00417373
2011-08-25,0.00390222,0.00688401,0.00955075,0.00450369,0.00134803,0.00688401
2011-08-26,0.00252733,-0.00691106,-0.02811871,-0.00331779,-0.0072854,-0.01083591
2011-08-29,0.00883419,0.00736015,-0.00922378,0.00296896,0.0051053,0.00182577
2011-08-30,0.00395022,-0.00164622,-0.00597258,-0.00538213,-0.00706349,-0.00195262
2011-08-31,-0.003019,-0.00255751,0.01529478,-0.00694444,-0.00583487,-0.00143472
2011-09-01,0.0077105,0.00617296,0.01805152,-0.00463173,-0.00128638,0.00339603
2011-09-02,-0.00789053,-0.00808908,0.00530923,-0.00547445,0.00289808,-0.00026035
2011-09-05,-0.00934503,-0.00660716,0.00601215,-0.00605505,-0.00666239,0.00117188
2011-09-06,0.00580192,0.01123881,-0.07871505,0.00332287,0,0.01001431
2011-09-07,0.00781129,-0.00036609,-0.0013778,0.00211592,-0.00226263,-0.00450682
2011-09-08,-0.00324091,-0.00079675,-0.01570601,-0.01202607,0.00170082,0.00194024
2011-09-09,-0.01222469,-0.00785825,-0.00975522,-0.0166326,-0.00614489,-0.0001291
2011-09-12,-0.01517666,-0.00011533,-0.00266285,-0.00510252,-0.00447445,-0.00142027
2011-09-13,-0.00350395,0.00356346,-0.00016328,-0.00009498,-0.00784506,-0.00581846
2011-09-14,-0.00875209,-0.00736834,0.00102762,0.00180471,-0.00370645,-0.00364157
2011-09-15,0.00327369,0.00505119,0.00607912,0.0083436,0.00074405,-0.00013053
2011-09-16,0.00747553,0.00791879,-0.004667,-0.0038552,0.00198265,0.00300261
2011-09-19,-0.01621175,-0.01386154,-0.00949529,-0.01066641,-0.00882183,-0.0042952
2011-09-20,-0.00088591,-0.00629196,-0.01044407,-0.00429348,-0.00108135,-0.00156863
2011-09-21,-0.01335123,-0.00739313,-0.00648823,-0.00038329,-0.00949288,0.00379681
2011-09-22,-0.0385662,-0.02783009,-0.01686526,-0.01572086,-0.01605717,-0.00547802
2011-09-23,0.00731133,0.00368344,0.00969242,0.00798598,0.01367054,0.0052459
2011-09-26,0.0027813,-0.00157584,-0.00152517,-0.00328502,0.00193864,-0.00273973
2011-09-27,0.0134142,0.01226051,0.01129569,0.01114773,0.00866493,0.00379383
2011-09-28,-0.01466102,-0.0149815,-0.00627049,-0.00642316,-0.00608841,-0.00338851
2011-09-29,0.00156455,-0.00063005,0.0058249,0.0063682,0.00545439,0.00392311
2011-09-30,-0.00524015,-0.00748938,-0.00595075,-0.01025887,0.00283759,0.00390778
2011-10-03,-0.0154955,-0.00758867,-0.01944918,-0.0190836,-0.01439747,-0.00635786
2011-10-04,0.00158859,0.00045047,0.00422427,0.01303575,0.00405303,0.00378689
2011-10-05,0.00670952,0.00969192,-0.0079152,-0.00175473,-0.00252292,-0.00143099
2011-10-06,0.00892855,0.00063368,0.0023195,0.00576172,-0.00202344,-0.00234497
2011-10-07,0.00825788,0.00555951,-0.0030864,-0.00038839,0.00988426,0.00352572
2011-10-10,0.01314065,0.00473358,0.02176866,0.01515299,0.00443366,-0.0027326
2011-10-11,0.00337516,-0.00022508,-0.00282899,0.00267917,-0.00399767,0.00026096
2011-10-12,0.0263611,0.02169624,0.02213065,0.01784521,0.01906514,0.00769632
2011-10-13,-0.0035815,-0.01021738,-0.00893031,-0.00628164,-0.00566177,-0.00504854
2011-10-14,0.01960803,0.01445937,0.00965344,0.01094443,0.00726192,0.00481395
2011-10-17,-0.01913085,-0.0163726,-0.01176638,-0.01465236,-0.0085204,-0.00556778
2011-10-18,0.00898681,0.00806389,0.00170915,0.0025573,-0.00181788,-0.00052083
2011-10-19,-0.00676849,-0.00634589,-0.00646159,-0.00245631,0.00248344,0.0005211
2011-10-20,0.00316435,0.00604476,0.01082278,0.00322,0.00231214,0.00052083
2011-10-21,-0.00079278,-0.00400368,0.00244606,-0.00320967,-0.00032954,-0.00910984
2011-10-24,0.01273877,0.0041917,0.00142585,0.00293588,0.00164826,-0.00118203
2011-10-25,-0.00542583,-0.01292063,0.00147385,-0.00283286,-0.0007405,-0.0017094
2011-10-26,0.00115357,0.0155095,0.00192453,0.00435606,0.00312886,0.00500527
2011-10-27,0.02486167,0.00782187,0.01793334,0.0150858,0.00246245,-0.00471822
2011-10-28,-0.00168627,-0.00299752,-0.00324424,-0.00343675,-0.00008188,-0.00289702
2011-10-31,0.01466411,0.02743213,0.01327315,0.00810886,0.02874222,0.03209192
2011-11-01,-0.01884676,-0.01966964,-0.00940696,-0.00859837,-0.00604951,0.00255918
2011-11-02,-0.0013202,0.0020592,0.00117595,0.00083932,-0.00296308,-0.00344608
2011-11-03,0.00715966,0.00568013,0.00697754,0.00568394,0.00554217,-0.00076844
2011-11-04,-0.00118568,-0.00775205,-0.00853639,-0.00296488,0.00055915,0.00140989
2011-11-07,-0.00358687,0.00226968,-0.01801577,-0.00102221,-0.00015967,-0.00127992
2011-11-08,-0.00122021,0.00025462,0.00252364,0,-0.00151709,-0.00448545
2011-11-09,-0.0226941,-0.01146638,-0.01364864,-0.01953488,-0.00959616,0.00167353
2011-11-10,-0.00313813,0.00137475,0.00058639,0.00151803,-0.0016956,-0.00205629
2011-11-11,0.0061085,-0.00133184,-0.00153738,0.00397878,0.002022,-0.0068255
2011-11-14,-0.00720365,-0.00422496,-0.00612186,-0.00792602,-0.00976673,-0.000389
2011-11-15,-0.00205208,-0.00440294,-0.00984229,-0.00751379,-0.00603195,-0.00077831
2011-11-16,-0.00895868,-0.00276794,-0.00335129,-0.00527072,-0.00565852,-0.00051928
2011-11-17,-0.01262304,-0.00667372,-0.00487892,-0.00192678,-0.00049485,-0.00064943
2011-11-18,0.00318634,0.00123239,0.00438487,0.0030888,0.00173282,-0.00051989
2011-11-21,-0.01489293,-0.00925964,0.00148225,-0.00028868,-0.00790774,0.00039012
2011-11-22,-0.00174025,-0.00115162,0.00246932,0.0008663,-0.00091332,0.00038996
2011-11-23,-0.00762281,-0.00322245,-0.00042058,-0.00663589,-0.00157899,0.00493763
2011-11-24,-0.00292477,-0.00361322,-0.00344936,-0.0045503,-0.00624272,-0.00323248
2011-11-25,0.00687564,0.00708533,-0.00242098,0.00058354,0.00603066,0.0084317
2011-11-28,0.02099383,0.01512317,0.00908007,0.00806765,0.00541171,0.00321585
2011-11-29,0.01360927,0.00485789,0.00318976,0.00115707,0.00695595,-0.00115399
2011-11-30,0.02132827,0.00595627,0.00391119,0.00385245,0.00139803,-0.00449294
2011-12-01,-0.00397295,0.00701071,-0.00258844,0.00326202,0.00049273,0.00167634
2011-12-02,0.00245725,-0.00070149,-0.00095657,-0.00057378,-0.00164163,0.00373326
2011-12-05,0.00190377,-0.0025815,-0.00378762,-0.00411444,-0.00115103,-0.00346287
2011-12-06,-0.00230206,0.0082637,-0.00608743,0.0004804,-0.00246934,-0.0002574
2011-12-07,0.00410119,-0.00068332,0.00231985,0.0002881,0.00643617,-0.0003862
2011-12-08,-0.01292881,-0.01262474,-0.00252991,-0.00556836,-0.00467328,0.00038635
2011-12-09,0.00393857,0.00186485,-0.0000708,0.00038617,-0.00016474,-0.00244593
2011-12-12,-0.01005244,-0.00215705,-0.00876226,-0.00868558,-0.00008239,0.00529101
2011-12-13,-0.00531016,-0.0067842,-0.00878747,-0.01100078,-0.00601467,0.00115533
2011-12-14,-0.00896505,-0.00494046,-0.00587088,-0.00246087,0.00008289,0.00064111
2011-12-15,-0.00028213,0.00293231,0.01147724,0.00078942,0.00149192,-0.00179395
2011-12-16,0.00314654,-0.00407448,0.00298341,-0.0001972,-0.00099313,-0.0012837
2011-12-19,-0.00507714,0.00237752,0.00160782,-0.00019724,0.00140833,0.00257069
2011-12-20,0.01685333,0.00582898,0.00418497,0.00414283,0.00852085,-0.00192308
2011-12-21,0.0048462,0.00735547,-0.00165467,0.00049116,0.00369125,0.0029544
2011-12-22,0.00449624,0.00612635,0.0012386,0.00137457,0.00106244,0.00102459
2011-12-23,0.00060412,-0.00107583,-0.00336781,-0.00225512,-0.00661278,-0.00166325
2011-12-26,-0.00084068,-0.00104064,-0.00064261,-0.00009827,0.00016437,-0.00192234
2011-12-27,-0.00081722,-0.0001284,0.00158389,-0.00009828,0.00246508,-0.0001284
2011-12-28,-0.00569396,-0.00398345,-0.00808581,-0.00943582,-0.01344262,0.00051368
2011-12-29,0.00108523,-0.00150901,-0.0010947,-0.00198452,-0.00581589,-0.0038506
2011-12-30,-0.00029129,-0.00607034,-0.00755364,-0.00994233,-0.00150426,-0.00850406
2012-01-02,-0.00139823,-0.0030631,-0.00218498,-0.00180759,-0.00284566,-0.00090968
2012-01-03,0.01144061,0.00637921,0.00506402,0.00643863,0.00595938,-0.00338189
2012-01-04,0.00072591,0.00001901,-0.0082696,-0.00719712,0,0.00130514
2012-01-05,-0.00539058,-0.00143555,-0.00669332,-0.00664519,-0.00267,0.00586548
2012-01-06,-0.00408593,-0.00855662,-0.00424223,-0.00699372,-0.00619091,-0.00194376
2012-01-09,-0.00080889,0.00045757,0.00373223,0.00112279,0,-0.00246689
2012-01-10,0.00546376,0.00659361,0.00013625,0.00061175,0.00058928,-0.00039047
2012-01-11,0.00155818,-0.00187074,-0.00467317,-0.00478908,-0.00891805,0.00078125
2012-01-12,0.00086292,-0.00107292,0.00972959,0.00798608,-0.00101868,-0.00117096
2012-01-13,-0.00117997,-0.00160747,-0.00641811,-0.00904012,0.00161455,0.00221441
2012-01-16,0.00011222,0.00348408,-0.00448171,-0.00297253,-0.00161195,-0.00259943
2012-01-17,0.00424132,0.00153512,0.00494087,0.00493472,0,0.00104248
2012-01-18,0.00555722,0.00392582,0.0105409,0.00920716,0.00637322,-0.0005207
2012-01-19,0.00388862,0.00534677,0.01249144,0.01327927,0.00895043,0.00494921
2012-01-20,0.00356532,-0.00540877,-0.00466538,-0.00490196,0.00100427,-0.00285122
2012-01-23,0.00573602,0.00664608,0.00881107,0.00854529,0.00217373,0.00038991
2012-01-24,0.0042808,0.00734419,0.00800349,0.00887161,0.01226329,0.00974406
2012-01-25,0.01218126,0.00574766,0.00746914,0.00681751,0.00346135,-0.00012867
2012-01-26,-0.00255927,-0.00062882,-0.00224229,-0.00372915,-0.00180683,-0.00321709
2012-01-27,-0.00633905,-0.0096741,-0.00138897,-0.00206856,-0.00781636,-0.01006971
2012-01-30,-0.01130661,-0.007039,-0.01156473,-0.01194354,-0.00779501,-0.00495566
2012-01-31,0.00119951,-0.00074429,-0.00339495,-0.0040959,0.00376097,-0.00144168
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2012-10-31,0.00293748,0.00206031,0.00290625,0.00187992,0.00577565,0.00226074
2012-11-01,0.00672767,0.00871997,0.00424043,0.00338524,0.00467791,0.00488722
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2012-11-05,0.0010976,-0.00260551,-0.00477205,-0.00468974,-0.00409909,-0.00170362
2012-11-06,0.00825901,0.00573497,0.00191954,0.0026285,0.00228405,0.00149477
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2012-11-19,0.00775759,0.00568751,0.00711659,0.00688288,0.00240243,0.00136651
2012-11-20,0.00218471,0.00389279,0.0051324,0.0054053,0.00544277,0.00459798
2012-11-21,0.00793002,0.01048733,0.0108535,0.01059969,0.01214917,0.00977801
2012-11-22,0.00232025,-0.0005249,0.00453033,0.00434659,-0.00063056,0.00067868
2012-11-23,0.00522653,0.00338184,0.00584352,0.00581428,0.00427984,-0.00265233
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2012-12-04,0.00037316,-0.00276454,-0.0053927,-0.00159292,-0.00429227,-0.0050704
2012-12-05,0.00552413,0.00838864,0.00707483,0.0055328,0.00604874,0.00696609
2012-12-06,0.00122576,-0.00030342,-0.00780382,-0.00902832,-0.00271575,-0.00030342
2012-12-07,0.00186258,0.00162593,-0.00067613,-0.00220976,-0.0001059,0.00071628
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2012-12-11,0.00454576,0.00160369,0.00226553,0.00692665,0.00453446,0.00129913
2012-12-12,0.0111464,0.01010771,0.01489685,0.012742,0.00993079,0.00836668
2012-12-13,0.00217017,0.00490681,0.00814417,0.00561436,0.00255513,0.00531506
2012-12-14,0.00245895,-0.00265597,0.00475037,0.00523522,0.00224397,-0.00133968
2012-12-17,0.00276217,0.00636592,0.00425982,0.00389686,0.00641287,0.00371302
2012-12-18,0.00343942,0.00273457,0.00961343,0.00961364,0.0078674,0.00477327
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2013-07-18,0.00203407,0.01189739,0.00474974,0.00761489,0.00881767,0.00859403
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2013-08-12,0.00034683,0.00384034,0.00124197,0.00201713,0.00192973,0.0047185
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2013-09-02,0.02024108,0.01047057,0.00794602,0.00985879,0.01536903,0.0123887
2013-09-03,0.01165526,0.00418414,-0.00042894,0.00075566,0.00388777,0.00171078
2013-09-04,0.01372776,0.00472076,0.00176009,0.00404241,0.0050668,0.00090416
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2013-09-09,0.01016636,0.00845197,0.01095888,0.011415,0.00979974,0.00535083
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2013-10-03,0.00060052,-0.00080263,0.00189144,0.00121685,-0.00537873,-0.00099618
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2013-10-10,0.01095598,0.00885751,0.00847045,0.01003192,0.01059329,0.00924594
2013-10-11,0.00329082,0.00641326,0.00211299,0.00413845,0.00119797,0.002443
2013-10-14,0.00378391,0.00079775,0.00204713,0.00161109,0.00282587,0.00050772
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2013-10-28,0.00245869,0.00411762,0.00019367,0.00214916,0.00152362,0.00277264
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2013-11-01,0.00219934,0.00395811,-0.0019603,-0.00278422,-0.00254332,0.00453621
2013-11-04,0.00604717,-0.00111134,0.00151137,0.00031523,0.00110004,-0.00178199
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2013-11-27,0.00282497,0.00371479,0.00701549,0.00874703,0.01266579,0.00857055
2013-11-28,0.00304505,0.0015169,0.00338073,0.00332564,0.00498129,0.00094963
2013-11-29,0.00297947,-0.00048235,0.00143566,0.00067587,0.00359773,0.0018779
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2013-12-06,0.01499969,0.0105418,0.01596795,0.0135174,0.0117378,0.01120613
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2013-12-19,0.00466639,0.00490786,-0.00249814,0.00064687,0.00265667,0.00387246
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2013-12-23,0.00189957,0.00364782,0.00234523,0.00158819,0.00089986,0.00044218
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2013-12-27,0.00037394,-0.00272517,0.00893784,0.00741257,0.00696755,0.0036472
2013-12-30,0.00491085,0.00628093,0.00445424,0.00361326,0.00169807,-0.00039003
2013-12-31,0.003426,0.00190987,-0.00197199,-0.00006897,0.00540269,0.00162735
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2014-03-25,0.0035492,0.00315099,-0.00200773,-0.00079859,0.00200912,0.00037168
2014-03-26,0.00561433,0.00244245,-0.00347083,-0.00430733,0.00126575,-0.00222926
2014-03-27,0.00408496,0.00794605,-0.00143659,-0.00256432,0.00228019,0.00104853
2014-03-28,0.00507815,0.00347121,0.00581497,0.00677268,0.00825131,0.00638246
2014-03-31,0.00645601,0.0049582,0.00725315,0.00626026,0.00600339,0.00395887
2014-04-01,0.00168782,0.0066002,0.00518761,0.0053918,0.00205117,0.0045052
2014-04-02,0.00141559,0.00197822,-0.00220424,-0.00083904,0.00040012,0.00152393
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2014-04-09,0.00618377,0.00764304,0.0070854,0.0069792,0.00563877,0.00275336
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2014-04-14,0.00291512,0.00203233,-0.00334315,-0.00324641,0.00079957,0.00121039
2014-04-15,-0.00599103,-0.00067661,-0.0001962,0.000064,0.00021736,0.00059955
2014-04-16,0.0069319,0.00102792,0.00262529,0.00467894,0.00872762,0.00467565
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2014-04-18,0.00037851,-0.00096526,-0.00035331,-0.00033918,-0.00081381,-0.00069302
2014-04-21,0.00131942,0.00217818,0.00002515,0.00054429,0.00272267,0.00217818
2014-04-22,0.00415205,-0.00101065,-0.00037414,0.00080539,0.0015433,0.00007797
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2014-04-28,0.0024793,0.0051279,0.00469666,0.00476912,0.00411384,0.00367053
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2014-05-09,0.00024804,-0.00430008,-0.00576933,-0.00459952,-0.00279047,0.00259981
2014-05-12,0.00426709,0.00388482,0.00215979,0.00378517,0.00468129,0.00351635
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2014-05-22,0.0020185,0.00569208,0.00252268,0.00149148,0.00159284,0.00375717
2014-05-23,0.00338775,0.00407868,0.00074774,0.00006475,-0.00037864,0.00186664
2014-05-26,0.00032647,0.00102621,0.00035443,0.00042445,0.00025058,-0.00053934
2014-05-27,0.0022028,-0.00008185,-0.00176075,-0.00005034,-0.00142156,0.00047095
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2014-05-29,0.00533256,0.00194207,-0.00115224,-0.00059944,-0.00089891,-0.00137471
2014-05-30,0.00208011,0.00072597,0.00379811,0.00272438,0.00342834,0.00100295
2014-06-02,0.00029915,0.00087742,0.00244444,0.00371152,0.00512201,0.00613937
2014-06-03,0.00173388,0.00015042,0.00343296,0.00303004,0.00093872,0.00097631
2014-06-04,0.00408707,-0.00056806,0.00114405,-0.0001718,0.0016485,0.00181416
2014-06-05,0.00378347,-0.00179858,0.00335837,0.00170402,0.00186678,-0.00234634
2014-06-06,0.0000685,0.00026719,-0.00150362,-0.00004289,0.00031926,0.00017566
2014-06-09,0.00219259,0.00209761,-0.00408408,-0.00423153,-0.00091685,0.00026344
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2014-06-19,0.00013586,0.00215459,0.00226563,0.00160339,0.00351881,0.00002943
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2014-07-22,0.00228131,0.00049413,-0.00375656,-0.00331174,-0.00009819,0.00068056
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2014-09-01,0.00271051,0.00261995,0.00119417,0.0018069,0.00312073,0.00206657
2014-09-02,0.00063159,0.00184908,0.00807957,0.0076308,-0.00061759,0.00775045
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2014-10-23,0.00689426,0.01041347,0.00942472,0.0099859,0.00753423,0.00942472
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2014-11-03,0.00052608,0.00571525,0.01081991,0.01039334,0.01280838,0.01365604
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2016-06-21,0.00981762,0.0084035,0.00946836,0.00341073,0.00399555,0.00873413
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2016-10-03,0.00401543,0.00325516,0.00020256,-0.00001756,-0.00748221,0.00172618
2016-10-04,0.00423847,0.00461691,0.0049962,0.01032602,0.00259714,0.01188519
2016-10-05,0.00795465,0.01019974,0.01457031,0.00949045,0.00943706,0.00823262
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2016-10-18,0.00507721,0.00040267,-0.00141905,-0.00173354,0.00813766,-0.00011556
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2016-10-24,0.00351591,0.00021052,0.00360064,0.00379962,0.00352154,0.00383289
2016-10-25,0.00583643,0.00209388,-0.00053632,0.00091763,-0.00282619,-0.00055643
2016-10-26,0.00246628,0.00122094,0.0037543,0.00479553,0.00659739,0.00314846
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2016-10-28,-0.00314142,-0.00411682,0.00118054,0.00226629,-0.00317113,-0.00436221
2016-10-31,0.0022587,-0.00120897,-0.00043138,0.00095665,0.00517928,0.00078272
2016-11-01,-0.00169923,-0.0051651,0.00761912,0.00009557,-0.00713256,-0.00718203
2016-11-02,-0.00494736,-0.00657883,-0.00510719,-0.00337081,-0.00186072,-0.00631172
2016-11-03,-0.00171234,-0.00356694,-0.00477872,-0.00303353,0.00883327,-0.00472761
2016-11-04,0.00053308,-0.0008972,0.0053652,0.00235202,0.00573073,0.00122394
2016-11-07,0.01875629,0.01664024,0.00901588,0.00668184,0.00489181,0.01355363
2016-11-08,0.01263657,0.01041806,0.00260939,0.00376067,0.00435111,0.00593477
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2016-11-10,0.00342049,0.00211538,0.00712869,0.00737985,0.02028208,0.01015857
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2016-11-14,0.01560899,0.0131922,0.00554745,0.00542445,0.0063396,0.01519182
2016-11-15,0.00910516,0.01486161,0.00402801,0.00628007,0.00474875,0.00818341
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2016-11-21,0.00666853,0.01008131,0.00419706,0.00579779,0.01357175,0.00344155
2016-11-22,0.00517494,-0.0015918,-0.00176184,0.00077989,-0.00550591,0.00021605
2016-11-23,0.01143172,0.00973206,0.00765361,0.00620881,0.01479028,0.01292401
2016-11-24,0.00834079,0.00501584,0.00658417,0.00689446,0.00701957,0.0054555
2016-11-25,0.00268426,-0.00150564,0.00184886,0.00249979,-0.00008509,0.00038883
2016-11-28,-0.0021469,-0.00151825,-0.00844863,-0.00806445,-0.01219789,-0.00840952
2016-11-29,0.00247072,0.00129732,0.00338042,0.00571707,0.00820602,0.0013719
2016-11-30,0.00378319,0.01670296,0.01290848,0.01271505,0.01796612,0.01683169
2016-12-01,0.00189455,0.00567193,0.00248391,0.0025507,0.00340669,-0.00206476
2016-12-02,-0.00009066,-0.00175645,-0.00342558,-0.00284063,0.00646956,-0.00440108
2016-12-05,0.00524885,0.00305567,0.0026318,0.00832322,-0.00060955,-0.00064283
2016-12-06,0.00028919,0.00132676,0.00183021,0.00094174,0.0019961,0.00509305
2016-12-07,0.0009634,0.00158543,0.00111345,0.00223349,-0.00641216,-0.00223555
2016-12-08,-0.00119,0.00511917,-0.00737399,-0.01216297,-0.0010373,0.0013004
2016-12-09,0.00945416,0.01273276,0.00893685,0.00468545,0.00961719,0.01101273
2016-12-12,0.00386451,0.00021099,0.00235008,0.00600428,0.00633658,-0.00165778
2016-12-13,0.00235559,0.00273965,0.00237257,0.00001635,0.0003018,0.00093894
2016-12-14,0.00351516,0.0032344,0.00731201,0.0060174,0.00842733,0.01579939
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2017-01-11,0.00850195,0.00176457,-0.00086859,-0.00092463,0.00089499,-0.00240187
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2017-01-26,0.00697913,0.00811212,0.00953619,0.00441021,0.00696565,0.0096473
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2017-01-31,-0.00208267,0.00089502,-0.00083123,0.00274906,0.00055717,-0.00629457
2017-02-01,0.00294701,0.00027989,-0.00083194,0.00032833,0.01018552,0.00233887
2017-02-02,0.00561482,-0.00238524,-0.00422224,-0.00426684,-0.01484164,-0.0040216
2017-02-03,0.00418337,0.00162875,0.00145776,0.00057684,-0.00242942,0.00165951
2017-02-06,-0.01284914,-0.01441534,-0.00777638,-0.01103607,-0.01079216,-0.01006459
2017-02-07,0.00131504,-0.00168882,-0.00147377,-0.00067455,0.00768,0.00433168
2017-02-08,-0.00167184,-0.00113544,-0.00030097,-0.00205002,0.00005698,-0.00151489
2017-02-09,0.01042458,0.01215743,0.00475012,0.00810001,0.00797003,0.01088809
2017-02-10,0.00714286,0.0056583,-0.0009528,-0.00109341,0.00031798,0.00134194
2017-02-13,-0.00201431,0.0026507,0.00003876,-0.00139314,0.0055169,0.00169281
2017-02-14,0.00589762,0.00466014,0.00336377,0.00249122,-0.00012645,0.00499063
2017-02-15,0.00772064,-0.00035975,0.00133758,0.00212884,-0.00080097,-0.00018392
2017-02-16,-0.01176701,-0.00857019,-0.00048844,-0.00167796,-0.00578002,-0.00875971
2017-02-17,-0.00592276,-0.00409752,-0.00783595,-0.0082052,-0.00812634,-0.0020944
2017-02-20,0.00438156,0.00248434,0.00198663,0.00253786,0.0050056,0.00172686
2017-02-21,0.00418649,0.00051927,-0.00179781,-0.00236489,0.00524318,0.00422571
2017-02-22,-0.00061763,-0.00496061,-0.0047775,-0.00182796,-0.00560402,-0.00406708
2017-02-23,-0.00262991,-0.0008892,-0.00096512,-0.00298527,0.00354887,-0.00367709
2017-02-24,-0.01179016,-0.00564567,-0.00750283,-0.00807683,-0.01360775,-0.00629009
2017-02-27,0.00737884,0.00330877,0.00539597,0.00915725,0.00576485,0.00672273
2017-02-28,-0.00546136,-0.01435051,0.00064858,-0.00330121,-0.00672988,-0.00381338
2017-03-01,0.01390758,0.00788721,0.0077448,0.00775917,0.00252645,0.01146611
2017-03-02,-0.00729773,0.00331433,0.00228282,0.0030781,0.00467504,0.00748114
2017-03-03,-0.00210983,-0.00351357,-0.00029782,0.00543044,-0.00183851,-0.00472617
2017-03-06,-0.00153667,-0.002553,-0.00288728,-0.00306863,-0.00499026,-0.00021944
2017-03-07,0.0022949,0.00054266,-0.00047105,-0.00032357,-0.00162871,0.00107987
2017-03-08,-0.00405064,-0.00215213,0.00191704,0.00095443,0.00015092,0.00311333
2017-03-09,0.0013408,0.00344353,0.00901154,0.00919523,0.00574126,0.00483472
2017-03-10,0.00365641,0.00198061,-0.00080148,0.00801052,-0.00145034,-0.00166182
2017-03-13,0.00380034,0.00156013,0.0034154,-0.00299943,0.00431442,0.00059263
2017-03-14,-0.00184674,-0.00376866,-0.00388183,-0.00495414,-0.00644738,-0.00092326
2017-03-15,0.00586429,0.00083531,-0.00214899,-0.00302343,-0.0010899,-0.01076675
2017-03-16,-0.00465965,-0.00274441,0.00362452,0.00498566,0.00526882,-0.00112805
2017-03-17,-0.00111612,-0.00525337,-0.00775192,-0.00746189,-0.00302762,-0.00584955

sample code
# save y.csv file on a certain directory and change your working directory to it by using setwd() and check your working directory by getwd().



##### [1] load JPY return data of currencies
y <- read.csv("y.csv", header=T)
noa <<- (ncol(y) - 1)
dt <- y[, 2:(noa+1)]



##### [2] Principal Component Analysis (PCA) function "prcomp"
#
result <- prcomp(dt, scale=T)
# scale=T    PCA with a correlation matrix (standardization of variables)
# scale= F    PCA with a covariance matrix(NO standardization of variables)



##### [3] PCA results summary
#
summary(result)
#
# Standard Deviation (SD): A certain PC's information quantity. A SD of i-th PC is a square root of i-th eigenvalue.
# Proportion of Variance (contribution to total variance): (i-th eigenvalue)/(total variance), i.e., i-th PC's share in total variance
# Cumulative Proportion of Variance
#
#Importance of components:
#                         PC1    PC2     PC3     PC4     PC5    PC6
#Standard deviation     2.065 0.7927 0.62685 0.61296 0.41850 0.4025
#Proportion of Variance 0.711 0.1047 0.06549 0.06262 0.02919 0.0270
#Cumulative Proportion  0.711 0.8157 0.88119 0.94381 0.97300 1.0000
#
# PC1 has 71.10% info, PC1+2 have 81.57% info, and PC1+2+3 have 88.12% info.



# [4] Eigenvector (coefficient of a PC axis)
#result$rotation
round(result$rotation, digits=4)
#
#        PC1     PC2     PC3     PC4     PC5     PC6
#AUD -0.4114 -0.1853  0.7330 -0.0392  0.4852 -0.1490
#CAD -0.4256 -0.3795  0.1663  0.2526 -0.7600 -0.0760
#CHF -0.3818  0.6833 -0.1306  0.2916 -0.0057 -0.5340
#EUR -0.4324  0.3887  0.0336  0.0254 -0.0174  0.8123
#GBP -0.4024 -0.0349 -0.2585 -0.8585 -0.0830 -0.1617
#USD -0.3938 -0.4499 -0.5916  0.3346  0.4240  0.0288
#
# PC1 = -0.4114 * AUD -0.4256 * CAD -0.3818 * CHF -0.4324 * EUR -0.4024 * GBP -0.3938 * USD
# All the currencies, i.e., AUD, CAD, CHF, EUR, GBP, and USD are main drivers for PC1.
#
# PC2 = -0.1853 * AUD -0.3795 * CAD + 0.6833 * CHF + 0.3887 * EUR -0.0349 * GBP -0.4499 * USD
# PC2 explains that a set of CHF & EUR and a set of AUD, CAD, and USD behave differently.


# [5] Factor loading (FL)
# Factor loading: correlation of PC and variables
# A variable with FL ~ +1 or -1 strongly contributes to a PC.
# Cor(Xi, Yj) = (Lj)^0.5 * Hij    Xi: i-th variable, Yj: j-th PC, Lj: j-th eigenvalue

# factor loading calculation
# eigenvector (result$rotation) * square root of eigenvalue (result$sdev)
fc.l <- sweep(result$rotation, MARGIN=2, result$sdev, FUN="*")

#subject <- c("AUD", "CAD", "CHF", "EUR", "GBP", "USD")
subject <- colnames(y[1,2:(noa+1)])

# All the currencies, i.e., AUD, CAD, CHF, EUR, GBP, and USD are main drivers for PC1.
plot(fc.l[,1], pch=subject, ylim=c(-1,1), main="PC1")

# PC2 explains that a set of CHF & EUR and a set of AUD, CAD, and USD behave differently.
plot(fc.l[,2], pch=subject, ylim=c(-1,1), main="PC2")

# plotting of factor loading of PC1 and PC2 (2-dimension)
plot(fc.l[,1], fc.l[,2], pch=subject, xlim=c(-1,1), ylim=c(-1,1), main=title)
# All the currencies, i.e., AUD, CAD, CHF, EUR, GBP, and USD are main drivers for PC1.
# PC2 explains that a set of CHF & EUR and a set of AUD, CAD, and USD behave differently.



# [6] PC score
# PC score: assigning variables of PC, i.e.,     Yi = Hi1*X1 + Hi2*X2 + ... + Hip*Xp
#
# result$x
round(result$x, digits=4)
#             PC1     PC2     PC3      PC4     PC5      PC6
#   [1,]   2.5650  0.2216  2.1728   0.1911  0.4338   0.1838
#...
#[2659,]  -0.6336 -2.3124  0.4464  -1.3389 -0.1874   2.2479
#...
#
# AUD  CAD  CHF  EUR  GBP  USD
#2009-03-12 0.00662932 0.00731036 -0.02324853 0.00920663 0.0090424 0.00370218
#
# PC1  -0.6336
# PC2  -2.3124


# [7] plotting PC scores by "biplot"
biplot(result)





Deep Learning (Regression, Multiple Features/Explanatory Variables, Supervised Learning): Impelementation and Showing Biases and Weights

Deep Learning (Regression, Multiple Features/Explanatory Variables, Supervised Learning): Impelementation and Showing Biases and Weights ...